Datasets:

jona276
/

manglish-asr-benchmark

Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Expected object or value
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 611, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 248, in _generate_tables
                  examples = [ujson_loads(line) for line in batch.splitlines()]
                              ^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1361, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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clip_id string	task_type string	source_type string	annotation_status string	youtube_id null	source_url null	video_title string	primary_language string	start_sec null	end_sec float64	duration_sec float64	audio_duration_sec float64	transcript string	language_spans list	switch_points list	switch_point_details list	switch_count int64	code_switch_ratio float64	primary_lang_ratio float64	en_ratio float64	ml_word_count int64	en_word_count int64	word_count int64	confidence float64	audio_file string	speaker_id string	transcription_backend string	alignment_status string	review_flags list	review_flag_details string	created_at string	updated_at string
mlenspeech_1_AudioSample001	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample001	ml	null	4.744	4.744	4.744	segment reporting എന്ന accounting standardsാണ് നമ്മൽ discussെയ്യാൻ പോവുന്നത്	[ { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "en", "text": "reporting" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "accounting", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നമ്മൽ", "word_index": ...	5	0.714	0.375	0.625	3	5	8	1	Spk1/1_AudioSample001.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.792942Z	2026-06-14T07:51:48.792950Z
mlenspeech_1_AudioSample002	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample002	ml	null	2.248	2.248	2.248	അപ്പൊ എന്താണ് segment എന്ന് പറഞ്ഞാല്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "എന്താണ്" }, { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "ml", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "segment", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 3 } ]	2	0.5	0.8	0.2	4	1	5	1	Spk1/1_AudioSample002.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.793370Z	2026-06-14T07:51:48.793374Z
mlenspeech_1_AudioSample003	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample003	ml	null	3.412	3.412	3.412	segment എന്ന് പറഞ്ഞു കഴിഞ്ഞാല് ഒരു ഭാഗം ഒരു part എന്ന് പറയാം	[ { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന്" }, { "start": null, "end": null, "lang": "ml", "text": "പറഞ്ഞു" }, { "start": null, "end": null, "lang": "ml", "tex...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "part", "word_index": 7 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 8 }...	3	0.333	0.8	0.2	8	2	10	1	Spk1/1_AudioSample003.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.793678Z	2026-06-14T07:51:48.793680Z
mlenspeech_1_AudioSample004	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample004	ml	null	8.034	8.034	8.034	അപ്പൊ ഒരു companyക്ക് മൂന്ന് different operating activities ഉണ്ട് എങ്കിൽ companyക്ക് മൂന്ന് operating segmentുണ്ട് എന്നു പറയാം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "companyക്ക്" }, { "start": null, "end": null, "lang": "ml", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyക്ക്", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "മൂന്ന്", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "different", "word_i...	8	0.571	0.533	0.467	8	7	15	1	Spk1/1_AudioSample004.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.794043Z	2026-06-14T07:51:48.794045Z
mlenspeech_1_AudioSample005	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample005	ml	null	4.044	4.044	4.044	ഇപ്പൊ ഒരു companyക്ക് നാലഞ്ചു goods produce ചെയ്യുന്നുണ്ട്	[ { "start": null, "end": null, "lang": "ml", "text": "ഇപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "companyക്ക്" }, { "start": null, "end": null, "lang": "ml", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyക്ക്", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നാലഞ്ചു", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "goods", "word_inde...	4	0.667	0.571	0.429	4	3	7	1	Spk1/1_AudioSample005.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.794341Z	2026-06-14T07:51:48.794343Z
mlenspeech_1_AudioSample006	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample006	ml	null	3.539	3.539	3.539	അങ്ങനെ ആണെനുണ്ടെങ്കിൽ different areaിലുള്ളതിനെ ഒരു segmentാക്കി മാറ്റാം	[ { "start": null, "end": null, "lang": "ml", "text": "അങ്ങനെ" }, { "start": null, "end": null, "lang": "ml", "text": "ആണെനുണ്ടെങ്കിൽ" }, { "start": null, "end": null, "lang": "en", "text": "different" }, { "start": null, "end": null, "lang": "ml...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "different", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "areaിലുള്ളതിനെ", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segmentാക്കി", ...	4	0.667	0.714	0.286	5	2	7	1	Spk1/1_AudioSample006.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.794644Z	2026-06-14T07:51:48.794647Z
mlenspeech_1_AudioSample007	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample007	ml	null	4.369	4.369	4.369	different goods produce ചെയ്യുന്ന ഓരോ goodsിന്റെയും ഓരോ segmentറ്റൊകായിട്ട് മാറ്റാം	[ { "start": null, "end": null, "lang": "en", "text": "different" }, { "start": null, "end": null, "lang": "en", "text": "goods" }, { "start": null, "end": null, "lang": "en", "text": "produce" }, { "start": null, "end": null, "lang": "ml", "...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്ന", "word_index": 3 } ]	1	0.125	0.667	0.333	6	3	9	1	Spk1/1_AudioSample007.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.795099Z	2026-06-14T07:51:48.795101Z
mlenspeech_1_AudioSample008	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample008	ml	null	4.294	4.294	4.294	okay അപ്പ അതിനെയാണ് നമ്മള് segment എന്ന് പറയുന്നത്	[ { "start": null, "end": null, "lang": "en", "text": "okay" }, { "start": null, "end": null, "lang": "ml", "text": "അപ്പ" }, { "start": null, "end": null, "lang": "ml", "text": "അതിനെയാണ്" }, { "start": null, "end": null, "lang": "ml", "text...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "അപ്പ", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segment", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 5 ...	3	0.5	0.714	0.286	5	2	7	1	Spk1/1_AudioSample008.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.795566Z	2026-06-14T07:51:48.795569Z
mlenspeech_1_AudioSample009	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample009	ml	null	11.01	11.01	11.01	അപ്പൊരു companyയുടെ total profitില് ഓരോ segmentന്റും എത്ര profit contribute ചെയ്തു എന്ന് അറിയാൻ വേണ്ടിയാണ് segment reporting ചെയ്യുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊരു" }, { "start": null, "end": null, "lang": "en", "text": "companyയുടെ" }, { "start": null, "end": null, "lang": "en", "text": "total" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyയുടെ", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ഓരോ", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segmentന്റും", "word_i...	8	0.533	0.5	0.5	8	8	16	1	Spk1/1_AudioSample009.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.796026Z	2026-06-14T07:51:48.796028Z
mlenspeech_1_AudioSample010	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample010	ml	null	6.641	6.641	6.641	companyയുടെ profit and loss accountില് total profit അല്ലെങ്കിൽ loss ആണ് ഉണ്ടാവുക	[ { "start": null, "end": null, "lang": "en", "text": "companyയുടെ" }, { "start": null, "end": null, "lang": "en", "text": "profit" }, { "start": null, "end": null, "lang": "en", "text": "and" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "അല്ലെങ്കിൽ", "word_index": 7 }, { "timestamp": null, "from": "ml", "to": "en", "word": "loss", "word_index": 8 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആണ്", "word_index": 9 ...	3	0.3	0.273	0.727	3	8	11	1	Spk1/1_AudioSample010.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.796355Z	2026-06-14T07:51:48.796358Z
mlenspeech_1_AudioSample011	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample011	ml	null	6.816	6.816	6.816	അപ്പൊരു share holderിനെ സംബന്ധിച്ചടുത്തോളം ഏതു segmentിൽ നിന്ന് എത്ര profit ഉണ്ട് എന്നറിയണം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊരു" }, { "start": null, "end": null, "lang": "en", "text": "share" }, { "start": null, "end": null, "lang": "en", "text": "holderിനെ" }, { "start": null, "end": null, "lang": "ml", "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "share", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "സംബന്ധിച്ചടുത്തോളം", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിൽ", "...	6	0.6	0.636	0.364	7	4	11	1	Spk1/1_AudioSample011.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.796685Z	2026-06-14T07:51:48.796687Z
mlenspeech_1_AudioSample012	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample012	ml	null	9.27	9.27	9.27	അപ്പൊ അതുകൊണ്ട് ഓരോ segmentിന്റെയും profit financial statementിന്റെ notes to accountില് disclose ചെയ്യണം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "അതുകൊണ്ട്" }, { "start": null, "end": null, "lang": "ml", "text": "ഓരോ" }, { "start": null, "end": null, "lang": "ml", "text...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "profit", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യണം", "word_index": 11 } ]	2	0.182	0.417	0.583	5	7	12	1	Spk1/1_AudioSample012.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.797042Z	2026-06-14T07:51:48.797044Z
mlenspeech_1_AudioSample013	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample013	ml	null	6.291	6.291	6.291	എങ്ങനെ ഈ segmentിന്റെ profit disclose ചെയ്യണം എന്നാണ് പറയുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "എങ്ങനെ" }, { "start": null, "end": null, "lang": "ml", "text": "ഈ" }, { "start": null, "end": null, "lang": "en", "text": "segmentിന്റെ" }, { "start": null, "end": null, "lang": "en", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിന്റെ", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യണം", "word_index": 5 } ]	2	0.286	0.625	0.375	5	3	8	1	Spk1/1_AudioSample013.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.797317Z	2026-06-14T07:51:48.797319Z
mlenspeech_1_AudioSample014	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample014	ml	null	6.728	6.728	6.728	ഇപ്പൊരു large companies ആണെനുണ്ടെങ്കിൽ അവരു ഒരുപാടു wide range of product and service produce ചെയ്യുന്നുണ്ടാവും	[ { "start": null, "end": null, "lang": "ml", "text": "ഇപ്പൊരു" }, { "start": null, "end": null, "lang": "en", "text": "large" }, { "start": null, "end": null, "lang": "en", "text": "companies" }, { "start": null, "end": null, "lang": "ml", "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "large", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആണെനുണ്ടെങ്കിൽ", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "wide", "word_inde...	4	0.308	0.357	0.643	5	9	14	1	Spk1/1_AudioSample014.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.797603Z	2026-06-14T07:51:48.797605Z
mlenspeech_1_AudioSample015	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample015	ml	null	3.67	3.67	3.67	അതെ പോലെ service provide ചെയ്യുന്നുണ്ടാവും	[ { "start": null, "end": null, "lang": "ml", "text": "അതെ" }, { "start": null, "end": null, "lang": "ml", "text": "പോലെ" }, { "start": null, "end": null, "lang": "en", "text": "service" }, { "start": null, "end": null, "lang": "en", "text": ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "service", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നുണ്ടാവും", "word_index": 4 } ]	2	0.5	0.6	0.4	3	2	5	1	Spk1/1_AudioSample015.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.797861Z	2026-06-14T07:51:48.797863Z
mlenspeech_1_AudioSample016	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample016	ml	null	5.767	5.767	5.767	അപ്പ large companies അവര് different business activitiesില് engage ചെയ്യുന്നുണ്ടാവും	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പ" }, { "start": null, "end": null, "lang": "en", "text": "large" }, { "start": null, "end": null, "lang": "en", "text": "companies" }, { "start": null, "end": null, "lang": "ml", "tex...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "large", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അവര്", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "different", "word_index": 4...	4	0.5	0.333	0.667	3	6	9	1	Spk1/1_AudioSample016.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.798134Z	2026-06-14T07:51:48.798135Z
mlenspeech_1_AudioSample017	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample017	ml	null	3.57	3.57	3.57	അപ്പ ആ ഒരു goods produce ചെയ്യുന്ന ഒരു segment ആയിട്ട് treatറ്റെയ്യാം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പ" }, { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "goods...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "goods", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്ന", "word_index": 5 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segment", "word_index"...	4	0.444	0.7	0.3	7	3	10	1	Spk1/1_AudioSample017.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.798401Z	2026-06-14T07:51:48.798403Z
mlenspeech_1_AudioSample018	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample018	ml	null	4.618	4.618	4.618	അതെ പോലെ different parts of worldിലാകും അതിന്റെ operations	[ { "start": null, "end": null, "lang": "ml", "text": "അതെ" }, { "start": null, "end": null, "lang": "ml", "text": "പോലെ" }, { "start": null, "end": null, "lang": "en", "text": "different" }, { "start": null, "end": null, "lang": "en", "text"...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "different", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "worldിലാകും", "word_index": 5 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operations", "wo...	3	0.429	0.5	0.5	4	4	8	1	Spk1/1_AudioSample018.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.798693Z	2026-06-14T07:51:48.798694Z
mlenspeech_1_AudioSample019	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample019	ml	null	4.155	4.155	4.155	particular areaയിൽ ഉള്ളതിനെയൊക്കെ segmentായിട്ട് നമ്മുക്ക് treatറ്റെയ്യാം	[ { "start": null, "end": null, "lang": "en", "text": "particular" }, { "start": null, "end": null, "lang": "en", "text": "areaയിൽ" }, { "start": null, "end": null, "lang": "ml", "text": "ഉള്ളതിനെയൊക്കെ" }, { "start": null, "end": null, "lang": "...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ഉള്ളതിനെയൊക്കെ", "word_index": 2 } ]	1	0.2	0.667	0.333	4	2	6	1	Spk1/1_AudioSample019.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.799076Z	2026-06-14T07:51:48.799078Z
mlenspeech_1_AudioSample020	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample020	ml	null	5.506	5.506	5.506	അപ്പൊ എന്തിനാണ് segment reporting ചെയ്യുന്നത് എന്നുള്ളതിന്റെ answerാണ് അത് പറയുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "എന്തിനാണ്" }, { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "en", "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "segment", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നത്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "answerാണ്", "word_...	4	0.5	0.667	0.333	6	3	9	1	Spk1/1_AudioSample020.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.799482Z	2026-06-14T07:51:48.799484Z
mlenspeech_1_AudioSample021	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample021	ml	null	17.133	17.133	17.133	ഓരോ productിൽ നിന്നും അല്ലെങ്കിൽ segmentിൽ നിന്നും അല്ലെങ്കിൽ ഓരോ geographical areaയിൽ നിന്നും എത്രയാണ് അതിന്റെ profit അല്ലെങ്കിൽ return എത്രയാണ് എന്നുള്ളത്തൊക്കെ share holdersിനും stake holdersിനും ഒക്കെ അറിയാൻ വേണ്ടിയിട്ടു ആണ് segment reporting ചെയ്യുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "ഓരോ" }, { "start": null, "end": null, "lang": "en", "text": "productിൽ" }, { "start": null, "end": null, "lang": "ml", "text": "നിന്നും" }, { "start": null, "end": null, "lang": "ml", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "productിൽ", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നിന്നും", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിൽ", "word_in...	14	0.5	0.586	0.414	17	12	29	1	Spk1/1_AudioSample021.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.800003Z	2026-06-14T07:51:48.800008Z
mlenspeech_1_AudioSample022	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample022	ml	null	18.391	18.391	18.391	operating segment എന്ന ഈ accounting standardിന്റെ main ആയിട്ടുള്ള objective എന്ന് പറഞ്ഞു കഴിഞ്ഞാല് different bussiness activitiesിലുള്ള അതെ പോലെ different economic എൻവിറോൺമെന്റില് operate ചെയ്യുന്ന businessിന്റെ financial information അറിയാൻ വേണ്ടിയിട്ടാണ്	[ { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന" }, { "start": null, "end": null, "lang": "ml", "t...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "accounting", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആയിട്ടുള്ള", "word_ind...	13	0.5	0.444	0.556	12	15	27	1	Spk1/1_AudioSample022.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.800625Z	2026-06-14T07:51:48.800628Z
mlenspeech_1_AudioSample023	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample023	ml	null	4.093	4.093	4.093	ഒരു companyയെ സംബന്ധിച്ചടുത്തോളം ഒരുപാട് operating segment ഉണ്ടായിരിക്കാം	[ { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "companyയെ" }, { "start": null, "end": null, "lang": "ml", "text": "സംബന്ധിച്ചടുത്തോളം" }, { "start": null, "end": null, "lang": "m...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyയെ", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "സംബന്ധിച്ചടുത്തോളം", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", ...	4	0.667	0.571	0.429	4	3	7	1	Spk1/1_AudioSample023.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.800966Z	2026-06-14T07:51:48.800967Z
mlenspeech_1_AudioSample024	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample024	ml	null	3.726	3.726	3.726	അപ്പൊ എല്ലാ operating segmentന്റും report ചെയ്യേണ്ടതിന്റെ ആവശ്യില്ല	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "എല്ലാ" }, { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ടതിന്റെ", "word_index": 5 } ]	2	0.333	0.571	0.429	4	3	7	1	Spk1/1_AudioSample024.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.801245Z	2026-06-14T07:51:48.801247Z
mlenspeech_1_AudioSample025	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample025	ml	null	6.55	6.55	6.55	report ചെയ്യുന്നത് എങ്ങനെ ആണെന്നുള്ളത് നമ്മുക്ക് next slideുകളിലായിട്ട് അത് discuss ചെയ്യാവുന്നതാണ് okay	[ { "start": null, "end": null, "lang": "en", "text": "report" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യുന്നത്" }, { "start": null, "end": null, "lang": "ml", "text": "എങ്ങനെ" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നത്", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "next", "word_index": 5 }, { "timestamp": null, "from": "en", "to": "ml", "word": "slideുകളിലായിട്ട്", "...	6	0.6	0.636	0.364	7	4	11	1	Spk1/1_AudioSample025.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.801551Z	2026-06-14T07:51:48.801553Z
mlenspeech_1_AudioSample026	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample026	ml	null	8.685	8.685	8.685	ഈ accounting standardsിന്റെ scope എന്ന് പറഞ്ഞു കഴിഞ്ഞാല് this standard applies to the stand alone financial statement of individual entity	[ { "start": null, "end": null, "lang": "ml", "text": "ഈ" }, { "start": null, "end": null, "lang": "en", "text": "accounting" }, { "start": null, "end": null, "lang": "en", "text": "standardsിന്റെ" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "accounting", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "this", "word_index": ...	3	0.167	0.211	0.789	4	15	19	1	Spk1/1_AudioSample026.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.801932Z	2026-06-14T07:51:48.801934Z
mlenspeech_1_AudioSample027	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample027	ml	null	3.797	3.797	3.797	ഇപ്പൊ ഒരു company public companyാണ്	[ { "start": null, "end": null, "lang": "ml", "text": "ഇപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "company" }, { "start": null, "end": null, "lang": "en", "text":...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "company", "word_index": 2 } ]	1	0.25	0.4	0.6	2	3	5	1	Spk1/1_AudioSample027.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.802230Z	2026-06-14T07:51:48.802231Z
mlenspeech_1_AudioSample028	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample028	ml	null	2.55	2.55	2.55	different types of goods ആണ് produce ചെയ്യുന്നത്	[ { "start": null, "end": null, "lang": "en", "text": "different" }, { "start": null, "end": null, "lang": "en", "text": "types" }, { "start": null, "end": null, "lang": "en", "text": "of" }, { "start": null, "end": null, "lang": "en", "text"...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ആണ്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "produce", "word_index": 5 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നത്", "word_index"...	3	0.5	0.286	0.714	2	5	7	1	Spk1/1_AudioSample028.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.802500Z	2026-06-14T07:51:48.802503Z
mlenspeech_1_AudioSample029	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample029	ml	null	8.602	8.602	8.602	അത്തരം companyകൾ അവരുടെ operating segment report ചെയ്തിരിക്കണം disclose ചെയ്തിരിക്കണം എന്നുള്ളതാണ് പറയുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "അത്തരം" }, { "start": null, "end": null, "lang": "en", "text": "companyകൾ" }, { "start": null, "end": null, "lang": "ml", "text": "അവരുടെ" }, { "start": null, "end": null, "lang": "en", "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyകൾ", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അവരുടെ", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_ind...	6	0.6	0.545	0.455	6	5	11	1	Spk1/1_AudioSample029.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.802845Z	2026-06-14T07:51:48.802847Z
mlenspeech_1_AudioSample030	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample030	ml	null	6.395	6.395	6.395	അപ്പൊ ഒരു company മാത്രം ആണെനുണ്ടെങ്കിൽ ആ companyയുടെ stand alone financial statementിൽ report ചെയ്തിരിക്കണം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "company" }, { "start": null, "end": null, "lang": "ml", "text":...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "company", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "മാത്രം", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "companyയുടെ", "word_ind...	4	0.333	0.462	0.538	6	7	13	1	Spk1/1_AudioSample030.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.803165Z	2026-06-14T07:51:48.803167Z
mlenspeech_1_AudioSample031	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample031	ml	null	5.716	5.716	5.716	ആ particular segmentിൽ നിന്നുള്ള എല്ലാ informationsും notes record ചെയ്തിരിക്കണം	[ { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "particular" }, { "start": null, "end": null, "lang": "en", "text": "segmentിൽ" }, { "start": null, "end": null, "lang": "ml", "t...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "particular", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നിന്നുള്ള", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "informationsും", ...	4	0.5	0.444	0.556	4	5	9	1	Spk1/1_AudioSample031.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.803466Z	2026-06-14T07:51:48.803468Z
mlenspeech_1_AudioSample032	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample032	ml	null	10.507	10.507	10.507	ഇനിയൊരു parent companyയെ സംബന്ധിച്ചടുത്തോളം parent companyക്ക് consolidated financial statementിലാണ് operating segmentിന്റെ detailsും അതിന്റെ informationsും record ചെയ്യേണ്ടത്	[ { "start": null, "end": null, "lang": "ml", "text": "ഇനിയൊരു" }, { "start": null, "end": null, "lang": "en", "text": "parent" }, { "start": null, "end": null, "lang": "en", "text": "companyയെ" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "parent", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "സംബന്ധിച്ചടുത്തോളം", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "parent", "wo...	6	0.4	0.25	0.75	4	12	16	1	Spk1/1_AudioSample032.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.803886Z	2026-06-14T07:51:48.803889Z
mlenspeech_1_AudioSample033	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample033	ml	null	8.946	8.946	8.946	അപ്പൊ consolidated financial statement prepare ചെയ്യുമ്പോഴാണ് അതിലാണ് ആ financial statementിന്റെ notesിലാണ് segment reportingിന്റെ details കൊടുക്കേണ്ടത്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "en", "text": "consolidated" }, { "start": null, "end": null, "lang": "en", "text": "financial" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "consolidated", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുമ്പോഴാണ്", "word_index": 5 }, { "timestamp": null, "from": "ml", "to": "en", "word": "financial", ...	6	0.429	0.4	0.6	6	9	15	1	Spk1/1_AudioSample033.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.804312Z	2026-06-14T07:51:48.804314Z
mlenspeech_1_AudioSample034	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample034	ml	null	4.983	4.983	4.983	അപ്പൊ ഒരു companyയെ ചിലപ്പോൾ രണ്ടു type of financial statement ഉണ്ടാകാം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "companyയെ" }, { "start": null, "end": null, "lang": "ml", "text...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyയെ", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചിലപ്പോൾ", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "type", "word_index"...	4	0.444	0.5	0.5	5	5	10	1	Spk1/1_AudioSample034.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.804618Z	2026-06-14T07:51:48.804620Z
mlenspeech_1_AudioSample035	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample035	ml	null	4.556	4.556	4.556	ഒന്ന് consolidated financial statementും മറ്റേത് stand alone financial statementും	[ { "start": null, "end": null, "lang": "ml", "text": "ഒന്ന്" }, { "start": null, "end": null, "lang": "en", "text": "consolidated" }, { "start": null, "end": null, "lang": "en", "text": "financial" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "consolidated", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "മറ്റേത്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "stand", "word_ind...	3	0.375	0.222	0.778	2	7	9	1	Spk1/1_AudioSample035.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.804901Z	2026-06-14T07:51:48.804903Z
mlenspeech_1_AudioSample036	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample036	ml	null	6.158	6.158	6.158	group companyയാണ് എന്നുണ്ടെങ്കിൽ അവര് consolidated financial statementിലാണ് segment reporting ചെയ്യേണ്ടത്	[ { "start": null, "end": null, "lang": "en", "text": "group" }, { "start": null, "end": null, "lang": "en", "text": "companyയാണ്" }, { "start": null, "end": null, "lang": "ml", "text": "എന്നുണ്ടെങ്കിൽ" }, { "start": null, "end": null, "lang": "m...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്നുണ്ടെങ്കിൽ", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "consolidated", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ടത്", ...	3	0.333	0.3	0.7	3	7	10	1	Spk1/1_AudioSample036.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.805195Z	2026-06-14T07:51:48.805196Z
mlenspeech_1_AudioSample037	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample037	ml	null	3.56	3.56	3.56	stand alone financial statementില് report ചെയ്യേണ്ടതിന്റെ ആവശ്യില്ല	[ { "start": null, "end": null, "lang": "en", "text": "stand" }, { "start": null, "end": null, "lang": "en", "text": "alone" }, { "start": null, "end": null, "lang": "en", "text": "financial" }, { "start": null, "end": null, "lang": "en", "te...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ടതിന്റെ", "word_index": 5 } ]	1	0.167	0.286	0.714	2	5	7	1	Spk1/1_AudioSample037.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.805446Z	2026-06-14T07:51:48.805448Z
mlenspeech_1_AudioSample038	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample038	ml	null	2.53	2.53	2.53	ഇപ്പൊ ഒരു goods produce ചെയ്യുന്നുണ്ട്	[ { "start": null, "end": null, "lang": "ml", "text": "ഇപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "goods" }, { "start": null, "end": null, "lang": "en", "text": "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "goods", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നുണ്ട്", "word_index": 4 } ]	2	0.5	0.6	0.4	3	2	5	1	Spk1/1_AudioSample038.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.805686Z	2026-06-14T07:51:48.805690Z
mlenspeech_1_AudioSample039	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample039	ml	null	1.804	1.804	1.804	അത് അവരുടെ option അനുസരിച്ചിരിക്കും	[ { "start": null, "end": null, "lang": "ml", "text": "അത്" }, { "start": null, "end": null, "lang": "ml", "text": "അവരുടെ" }, { "start": null, "end": null, "lang": "en", "text": "option" }, { "start": null, "end": null, "lang": "ml", "text":...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "option", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അനുസരിച്ചിരിക്കും", "word_index": 3 } ]	2	0.667	0.75	0.25	3	1	4	1	Spk1/1_AudioSample039.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.805927Z	2026-06-14T07:51:48.805929Z
mlenspeech_1_AudioSample040	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample040	ml	null	3.927	3.927	3.927	ഇനി ഒരു company മാത്രാണ് എന്നുണ്ടെങ്കിൽ financial statementിൽ അത് ചെയ്യണം	[ { "start": null, "end": null, "lang": "ml", "text": "ഇനി" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "company" }, { "start": null, "end": null, "lang": "ml", "text": "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "company", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "മാത്രാണ്", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "financial", "word_ind...	4	0.5	0.667	0.333	6	3	9	1	Spk1/1_AudioSample040.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.806198Z	2026-06-14T07:51:48.806200Z
mlenspeech_1_AudioSample041	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample041	ml	null	2.838	2.838	2.838	reportable segment ചെയ്തിരിക്കണം okay	[ { "start": null, "end": null, "lang": "en", "text": "reportable" }, { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്തിരിക്കണം" }, { "start": null, "end": null, "lang": "e...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്തിരിക്കണം", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "okay", "word_index": 3 } ]	2	0.667	0.25	0.75	1	3	4	1	Spk1/1_AudioSample041.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.806494Z	2026-06-14T07:51:48.806497Z
mlenspeech_1_AudioSample042	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample042	ml	null	6.502	6.502	6.502	അപ്പൊ ഇത് compulsory ആവുന്നത് ആർക്കാണ് securities list ചെയ്തിട്ടുള്ള companyക്കാണ്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഇത്" }, { "start": null, "end": null, "lang": "en", "text": "compulsory" }, { "start": null, "end": null, "lang": "ml", "tex...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "compulsory", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആവുന്നത്", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "securities", "word...	5	0.625	0.556	0.444	5	4	9	1	Spk1/1_AudioSample042.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.806837Z	2026-06-14T07:51:48.806839Z
mlenspeech_1_AudioSample043	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample043	ml	null	3.821	3.821	3.821	parent companyയാണെങ്കില് consolidated financial statementില് ചെയ്തിരിക്കണം	[ { "start": null, "end": null, "lang": "en", "text": "parent" }, { "start": null, "end": null, "lang": "ml", "text": "companyയാണെങ്കില്" }, { "start": null, "end": null, "lang": "en", "text": "consolidated" }, { "start": null, "end": null, "lang...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "companyയാണെങ്കില്", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "consolidated", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്തിരിക്ക...	3	0.6	0.333	0.667	2	4	6	1	Spk1/1_AudioSample043.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.807136Z	2026-06-14T07:51:48.807138Z
mlenspeech_1_AudioSample044	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample044	ml	null	6.573	6.573	6.573	subsidiary companyയെ സംബന്ധിച്ചടുത്തോളം subsidiary companyയുടെ stand alone financial statementിൽ അത് disclose ചെയ്താൽ മതി	[ { "start": null, "end": null, "lang": "en", "text": "subsidiary" }, { "start": null, "end": null, "lang": "en", "text": "companyയെ" }, { "start": null, "end": null, "lang": "ml", "text": "സംബന്ധിച്ചടുത്തോളം" }, { "start": null, "end": null, "la...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "സംബന്ധിച്ചടുത്തോളം", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "subsidiary", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അത്", "w...	5	0.417	0.308	0.692	4	9	13	1	Spk1/1_AudioSample044.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.807414Z	2026-06-14T07:51:48.807415Z
mlenspeech_1_AudioSample045	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample045	ml	null	3.394	3.394	3.394	parent companyയാണെങ്കില് consolidated financial statementിലാണ് ചെയ്യേണ്ടത്	[ { "start": null, "end": null, "lang": "en", "text": "parent" }, { "start": null, "end": null, "lang": "ml", "text": "companyയാണെങ്കില്" }, { "start": null, "end": null, "lang": "en", "text": "consolidated" }, { "start": null, "end": null, "lang...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "companyയാണെങ്കില്", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "consolidated", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ടത്...	3	0.6	0.333	0.667	2	4	6	1	Spk1/1_AudioSample045.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.807676Z	2026-06-14T07:51:48.807677Z
mlenspeech_1_AudioSample046	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample046	ml	null	6.028	6.028	6.028	segment reporting എന്ന accounting standardsില് കുറച്ച് important ആയിട്ടുള്ള മൂന്ന് definitions ആണ് നമ്മുക്ക് നോക്കാൻ ഉള്ളത്	[ { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "en", "text": "reporting" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "accounting", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "കുറച്ച്", "word_index"...	7	0.538	0.571	0.429	8	6	14	1	Spk1/1_AudioSample046.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.808015Z	2026-06-14T07:51:48.808017Z
mlenspeech_1_AudioSample047	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample047	ml	null	4.177	4.177	4.177	first discuss ചെയ്യാൻ പോവുന്നത് chief operating decision makers	[ { "start": null, "end": null, "lang": "en", "text": "first" }, { "start": null, "end": null, "lang": "en", "text": "discuss" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യാൻ" }, { "start": null, "end": null, "lang": "ml", "te...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യാൻ", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "chief", "word_index": 4 } ]	2	0.286	0.25	0.75	2	6	8	1	Spk1/1_AudioSample047.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.808276Z	2026-06-14T07:51:48.808277Z
mlenspeech_1_AudioSample048	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample048	ml	null	7.095	7.095	7.095	segment reportingിന്റെ first stage എന്ന് പറയുന്നത് identify the chief operating decision makers	[ { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "en", "text": "reportingിന്റെ" }, { "start": null, "end": null, "lang": "en", "text": "first" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "identify", "word_index": 6 } ]	2	0.182	0.167	0.833	2	10	12	1	Spk1/1_AudioSample048.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.808562Z	2026-06-14T07:51:48.808563Z
mlenspeech_1_AudioSample049	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample049	ml	null	9.112	9.112	9.112	chief operating decision makers ഏതൊക്കെയാണ് operating segments എന്നുള്ളത് തരം തിരിക്കുന്നത് okay	[ { "start": null, "end": null, "lang": "en", "text": "chief" }, { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "text": "decision" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ഏതൊക്കെയാണ്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index": 5 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്നുള്ളത്", "wo...	4	0.4	0.364	0.636	4	7	11	1	Spk1/1_AudioSample049.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.808872Z	2026-06-14T07:51:48.808874Z
mlenspeech_1_AudioSample050	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample050	ml	null	6.834	6.834	6.834	chief operating decision makers എന്ന് പറഞ്ഞാൽ ഒരു വ്യക്തിയോ അല്ലെങ്കില് ഒരു group of personണോ ആയിരിക്കാം	[ { "start": null, "end": null, "lang": "en", "text": "chief" }, { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "text": "decision" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "group", "word_index": 10 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആയിരിക്കാം", "word_index"...	3	0.231	0.5	0.5	7	7	14	1	Spk1/1_AudioSample050.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.809152Z	2026-06-14T07:51:48.809153Z
mlenspeech_1_AudioSample051	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample051	ml	null	14.215	14.215	14.215	അവര് ആ bussinessിന്റെ resources allocateറ്റയുകയും goods produce ചെയ്യുന്നതിലോ അല്ലെങ്കില് service provide ചെയ്യുന്നതിലൊ decision എടുക്കുന്നവരെ ആണ് chief operating decision makers എന്ന് പറയുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "അവര്" }, { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "bussinessിന്റെ" }, { "start": null, "end": null, "lang": "en", "te...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "bussinessിന്റെ", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "allocateറ്റയുകയും", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "goods", ...	10	0.5	0.476	0.524	10	11	21	1	Spk1/1_AudioSample051.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.809544Z	2026-06-14T07:51:48.809546Z
mlenspeech_1_AudioSample052	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample052	ml	null	4.865	4.865	4.865	ഒരു board of directors ആരാണ് chief operating decision maker ആണ്	[ { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "board" }, { "start": null, "end": null, "lang": "en", "text": "of" }, { "start": null, "end": null, "lang": "en", "text": "dir...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "board", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആരാണ്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "chief", "word_index": 5 ...	4	0.444	0.3	0.7	3	7	10	1	Spk1/1_AudioSample052.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.809843Z	2026-06-14T07:51:48.809846Z
mlenspeech_1_AudioSample053	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample053	ml	null	7.546	7.546	7.546	അവരുടെ function അവരുടെ എന്ന് പറഞ്ഞു കഴിഞ്ഞാൽ the function of chief operating decision makers to allocate resources to operating segment	[ { "start": null, "end": null, "lang": "ml", "text": "അവരുടെ" }, { "start": null, "end": null, "lang": "en", "text": "function" }, { "start": null, "end": null, "lang": "ml", "text": "അവരുടെ" }, { "start": null, "end": null, "lang": "ml", "t...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "function", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അവരുടെ", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "the", "word_index": 6 ...	3	0.167	0.263	0.737	5	14	19	1	Spk1/1_AudioSample053.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.810204Z	2026-06-14T07:51:48.810206Z
mlenspeech_1_AudioSample054	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample054	ml	null	6.502	6.502	6.502	അപ്പൊ ഏതെങ്കിലും segmentിന് അത് എന്തെയുന്നു അവർക്ക് അതിനു വേണ്ടിയിട്ടുള്ള resources allocate ചെയ്യുന്നു	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഏതെങ്കിലും" }, { "start": null, "end": null, "lang": "en", "text": "segmentിന്" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിന്", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അത്", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "resources", "word_index...	4	0.4	0.727	0.273	8	3	11	1	Spk1/1_AudioSample054.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.812088Z	2026-06-14T07:51:48.812095Z
mlenspeech_1_AudioSample055	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample055	ml	null	2.183	2.183	2.183	fund കാര്യങ്ങളൊക്കെ allocate ചെയ്യുന്നു	[ { "start": null, "end": null, "lang": "en", "text": "fund" }, { "start": null, "end": null, "lang": "ml", "text": "കാര്യങ്ങളൊക്കെ" }, { "start": null, "end": null, "lang": "en", "text": "allocate" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "കാര്യങ്ങളൊക്കെ", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "allocate", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നു", "...	3	1	0.5	0.5	2	2	4	1	Spk1/1_AudioSample055.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.812442Z	2026-06-14T07:51:48.812444Z
mlenspeech_1_AudioSample056	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample056	ml	null	5.505	5.505	5.505	അത് പോലെ ആ particular segmentിന്റെ performance assess ചെയ്യുന്നു	[ { "start": null, "end": null, "lang": "ml", "text": "അത്" }, { "start": null, "end": null, "lang": "ml", "text": "പോലെ" }, { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "parti...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "particular", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നു", "word_index": 7 } ]	2	0.286	0.5	0.5	4	4	8	1	Spk1/1_AudioSample056.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.812737Z	2026-06-14T07:51:48.812738Z
mlenspeech_1_AudioSample057	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample057	ml	null	5.316	5.316	5.316	അംങ്ങനെയുള്ളതിനെ ആണ് എന്ത് പറയുന്നത് operating segment എന്ന് പറയുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "അംങ്ങനെയുള്ളതിനെ" }, { "start": null, "end": null, "lang": "ml", "text": "ആണ്" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ത്" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 6 } ]	2	0.286	0.75	0.25	6	2	8	1	Spk1/1_AudioSample057.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.813065Z	2026-06-14T07:51:48.813078Z
mlenspeech_1_AudioSample058	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample058	ml	null	7.876	7.876	7.876	decision എടുക്കുന്ന ഒരു segmentിന്റെ നമ്മുക്ക് operating segment എന്ന് പറയാം	[ { "start": null, "end": null, "lang": "en", "text": "decision" }, { "start": null, "end": null, "lang": "ml", "text": "എടുക്കുന്ന" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എടുക്കുന്ന", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിന്റെ", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നമ്മുക്ക്", "w...	5	0.625	0.556	0.444	5	4	9	1	Spk1/1_AudioSample058.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.813399Z	2026-06-14T07:51:48.813401Z
mlenspeech_1_AudioSample059	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample059	ml	null	6.644	6.644	6.644	അപ്പൊ ഈ chief operating decision makers കൊറച്ച് operating segmentിന്റെ identify ചെയ്തു	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഈ" }, { "start": null, "end": null, "lang": "en", "text": "chief" }, { "start": null, "end": null, "lang": "en", "text": "op...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "chief", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "കൊറച്ച്", "word_index": 6 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index"...	4	0.4	0.364	0.636	4	7	11	1	Spk1/1_AudioSample059.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.813765Z	2026-06-14T07:51:48.813767Z
mlenspeech_1_AudioSample060	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample060	ml	null	4.722	4.722	4.722	അപ്പൊ next വരുന്നത് എന്താണ് operating segment എന്നുള്ളത്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "en", "text": "next" }, { "start": null, "end": null, "lang": "ml", "text": "വരുന്നത്" }, { "start": null, "end": null, "lang": "ml", "text...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "next", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "വരുന്നത്", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index"...	4	0.667	0.571	0.429	4	3	7	1	Spk1/1_AudioSample060.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.814038Z	2026-06-14T07:51:48.814039Z
mlenspeech_1_AudioSample061	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample061	ml	null	2.919	2.919	2.919	ഒരു entityയുടെ ഒരു component ആണ്	[ { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "entityയുടെ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text"...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "entityയുടെ", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ഒരു", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "component", "word_index...	4	1	0.6	0.4	3	2	5	1	Spk1/1_AudioSample061.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.814271Z	2026-06-14T07:51:48.814273Z
mlenspeech_1_AudioSample062	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample062	ml	null	3.702	3.702	3.702	അല്ലെങ്കിലൊരു area ഒരു segment എന്നൊക്കെ പറയാം	[ { "start": null, "end": null, "lang": "ml", "text": "അല്ലെങ്കിലൊരു" }, { "start": null, "end": null, "lang": "en", "text": "area" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "area", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ഒരു", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segment", "word_index": 3 }...	4	0.8	0.667	0.333	4	2	6	1	Spk1/1_AudioSample062.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.814517Z	2026-06-14T07:51:48.814519Z
mlenspeech_1_AudioSample063	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample063	ml	null	6.55	6.55	6.55	operating segment എന്ന് പറഞ്ഞു കഴിഞ്ഞാല് ഒരു component of an entity that engage in business activities	[ { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന്" }, { "start": null, "end": null, "lang": "ml", "...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "component", "word_index": 6 } ]	2	0.143	0.267	0.733	4	11	15	1	Spk1/1_AudioSample063.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.814831Z	2026-06-14T07:51:48.814833Z
mlenspeech_1_AudioSample064	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample064	ml	null	2.943	2.943	2.943	അപ്പൊ bussiness activities engage ചെയ്യുന്നു	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "en", "text": "bussiness" }, { "start": null, "end": null, "lang": "en", "text": "activities" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "bussiness", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നു", "word_index": 4 } ]	2	0.5	0.4	0.6	2	3	5	1	Spk1/1_AudioSample064.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.815104Z	2026-06-14T07:51:48.815105Z
mlenspeech_1_AudioSample065	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample065	ml	null	4.509	4.509	4.509	revenue earn ചെയ്യുകെയും expense ചെലവാവുന്നുണ്ട് എങ്കില്	[ { "start": null, "end": null, "lang": "en", "text": "revenue" }, { "start": null, "end": null, "lang": "en", "text": "earn" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യുകെയും" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുകെയും", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "expense", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെലവാവുന്നുണ്ട്", ...	3	0.6	0.5	0.5	3	3	6	1	Spk1/1_AudioSample065.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.815378Z	2026-06-14T07:51:48.815379Z
mlenspeech_1_AudioSample066	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample066	ml	null	5.766	5.766	5.766	അപ്പൊ ഇത് okayയാണ് എന്നുണ്ടെങ്കില് revenue earn ചെയ്യുന്നുണ്ട്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഇത്" }, { "start": null, "end": null, "lang": "ml", "text": "okayയാണ്" }, { "start": null, "end": null, "lang": "ml", "text"...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "revenue", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നുണ്ട്", "word_index": 6 } ]	2	0.333	0.714	0.286	5	2	7	1	Spk1/1_AudioSample066.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.815659Z	2026-06-14T07:51:48.815660Z
mlenspeech_1_AudioSample067	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample067	ml	null	2.038	2.038	2.038	ഏതു service ആണ് provide ചെയ്യേണ്ടത്	[ { "start": null, "end": null, "lang": "ml", "text": "ഏതു" }, { "start": null, "end": null, "lang": "en", "text": "service" }, { "start": null, "end": null, "lang": "ml", "text": "ആണ്" }, { "start": null, "end": null, "lang": "en", "text": "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "service", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആണ്", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "provide", "word_index": 3 ...	4	1	0.6	0.4	3	2	5	1	Spk1/1_AudioSample067.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.815926Z	2026-06-14T07:51:48.815929Z
mlenspeech_1_AudioSample068	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample068	ml	null	7.428	7.428	7.428	ആ component of entityയുടെ financial performance regular ആയിട്ട് review ചെയ്യുന്നുണ്ടോ എന്ന് നോക്കണം	[ { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "component" }, { "start": null, "end": null, "lang": "en", "text": "of" }, { "start": null, "end": null, "lang": "en", "text": "e...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "component", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആയിട്ട്", "word_index": 7 }, { "timestamp": null, "from": "ml", "to": "en", "word": "review", "word_index...	4	0.364	0.417	0.583	5	7	12	1	Spk1/1_AudioSample068.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.816289Z	2026-06-14T07:51:48.816291Z
mlenspeech_1_AudioSample069	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample069	ml	null	1.542	1.542	1.542	first point എന്താ പറഞ്ഞത്	[ { "start": null, "end": null, "lang": "en", "text": "first" }, { "start": null, "end": null, "lang": "en", "text": "point" }, { "start": null, "end": null, "lang": "ml", "text": "എന്താ" }, { "start": null, "end": null, "lang": "ml", "text":...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്താ", "word_index": 2 } ]	1	0.333	0.5	0.5	2	2	4	1	Spk1/1_AudioSample069.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.816501Z	2026-06-14T07:51:48.816502Z
mlenspeech_1_AudioSample070	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample070	ml	null	3.441	3.441	3.441	revenue earn ചെയ്യുന്നുണ്ട് അല്ലെങ്കില് expense incur ആവുന്നുണ്ട്	[ { "start": null, "end": null, "lang": "en", "text": "revenue" }, { "start": null, "end": null, "lang": "en", "text": "earn" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യുന്നുണ്ട്" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുന്നുണ്ട്", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "expense", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ആവുന്നുണ്ട്", "...	3	0.5	0.429	0.571	3	4	7	1	Spk1/1_AudioSample070.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.816759Z	2026-06-14T07:51:48.816760Z
mlenspeech_1_AudioSample071	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample071	ml	null	11.106	11.106	11.106	അതെ പോലെ തന്നെ ആ revenue earn ചെയ്ത segmentിന്റെയോ elementിന്റെയോ അല്ലെങ്കില് expense incur ആയിട്ടുള്ള ആ elementിന്റെയൊക്കെ financial performance regularായിട്ടു review ചെയ്യുന്നുണ്ട്	[ { "start": null, "end": null, "lang": "ml", "text": "അതെ" }, { "start": null, "end": null, "lang": "ml", "text": "പോലെ" }, { "start": null, "end": null, "lang": "ml", "text": "തന്നെ" }, { "start": null, "end": null, "lang": "ml", "text": "ആ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "revenue", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്ത", "word_index": 6 }, { "timestamp": null, "from": "ml", "to": "en", "word": "expense", "word_index": ...	8	0.421	0.65	0.35	13	7	20	1	Spk1/1_AudioSample071.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.817138Z	2026-06-14T07:51:48.817140Z
mlenspeech_1_AudioSample072	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample072	ml	null	6.763	6.763	6.763	എന്നുവെച്ചാല് ആ componentിന്റെ മാത്രമായിട്ടുള്ള financial informations available ആണോ എന്ന് നോക്കുക	[ { "start": null, "end": null, "lang": "ml", "text": "എന്നുവെച്ചാല്" }, { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "componentിന്റെ" }, { "start": null, "end": null, "lang": "ml"...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "componentിന്റെ", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "മാത്രമായിട്ടുള്ള", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "financial"...	4	0.444	0.6	0.4	6	4	10	1	Spk1/1_AudioSample072.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.817490Z	2026-06-14T07:51:48.817492Z
mlenspeech_1_AudioSample073	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample073	ml	null	6.241	6.241	6.241	അപ്പൊ ഈ മൂന്ന് conditionsും okayയാണ് അല്ലെങ്കില് അതിനെ operating segment എന്ന് പറയുന്നു	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഈ" }, { "start": null, "end": null, "lang": "ml", "text": "മൂന്ന്" }, { "start": null, "end": null, "lang": "en", "text": "c...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "conditionsും", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "okayയാണ്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "wor...	4	0.4	0.727	0.273	8	3	11	1	Spk1/1_AudioSample073.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.817781Z	2026-06-14T07:51:48.817783Z
mlenspeech_1_AudioSample074	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample074	ml	null	4.39	4.39	4.39	revenue earn ചെയ്തിരിക്കുക expense incurായിരിക്കുക	[ { "start": null, "end": null, "lang": "en", "text": "revenue" }, { "start": null, "end": null, "lang": "en", "text": "earn" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്തിരിക്കുക" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്തിരിക്കുക", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "expense", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "incurായിരിക്കുക", ...	3	0.75	0.4	0.6	2	3	5	1	Spk1/1_AudioSample074.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.818094Z	2026-06-14T07:51:48.818095Z
mlenspeech_1_AudioSample075	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample075	ml	null	5.102	5.102	5.102	ആ segmentിന്റെ financial performance regularായിട്ട് review ചെയ്യുക	[ { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "segmentിന്റെ" }, { "start": null, "end": null, "lang": "en", "text": "financial" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിന്റെ", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "regularായിട്ട്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "review", "...	4	0.667	0.429	0.571	3	4	7	1	Spk1/1_AudioSample075.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.818383Z	2026-06-14T07:51:48.818385Z
mlenspeech_1_AudioSample076	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample076	ml	null	7.736	7.736	7.736	മൂന്നാമത്തെ condition എന്ന് പറഞ്ഞു കഴിഞ്ഞാല് elementിന്റെ financial statement അല്ലെങ്കില് financial informations availableാണോ എന്ന് നോക്കുക	[ { "start": null, "end": null, "lang": "ml", "text": "മൂന്നാമത്തെ" }, { "start": null, "end": null, "lang": "en", "text": "condition" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന്" }, { "start": null, "end": null, "lang": "ml", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "condition", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "elementിന്റെ", "word_i...	6	0.462	0.5	0.5	7	7	14	1	Spk1/1_AudioSample076.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.818708Z	2026-06-14T07:51:48.818710Z
mlenspeech_1_AudioSample077	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample077	ml	null	5.207	5.207	5.207	അപ്പൊ ഈ മൂന്ന് കാര്യങ്ങളും okay യാണെന്നെണ്ടെങ്കിൽ അതിനെ operating segment എന്ന് പറയുന്നു	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഈ" }, { "start": null, "end": null, "lang": "ml", "text": "മൂന്ന്" }, { "start": null, "end": null, "lang": "ml", "text": "ക...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "okay", "word_index": 4 }, { "timestamp": null, "from": "en", "to": "ml", "word": "യാണെന്നെണ്ടെങ്കിൽ", "word_index": 5 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "wo...	4	0.4	0.727	0.273	8	3	11	1	Spk1/1_AudioSample077.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.819021Z	2026-06-14T07:51:48.819023Z
mlenspeech_1_AudioSample078	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample078	ml	null	2.392	2.392	2.392	okay അപ്പൊ നമ്മൾ ആദ്യം ആരെ identify ചെയ്തു	[ { "start": null, "end": null, "lang": "en", "text": "okay" }, { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "നമ്മൾ" }, { "start": null, "end": null, "lang": "ml", "text": ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "അപ്പൊ", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "identify", "word_index": 5 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്തു", "word_index": ...	3	0.5	0.714	0.286	5	2	7	1	Spk1/1_AudioSample078.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.819276Z	2026-06-14T07:51:48.819278Z
mlenspeech_1_AudioSample079	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample079	ml	null	3.287	3.287	3.287	chief operating decision makersനെ identify ചെയ്തു	[ { "start": null, "end": null, "lang": "en", "text": "chief" }, { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "text": "decision" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്തു", "word_index": 5 } ]	1	0.2	0.167	0.833	1	5	6	1	Spk1/1_AudioSample079.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.819531Z	2026-06-14T07:51:48.819532Z
mlenspeech_1_AudioSample080	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample080	ml	null	3.678	3.678	3.678	അവര് കുറച്ചു operating segment എന്താണെന്നു പറഞ്ഞു	[ { "start": null, "end": null, "lang": "ml", "text": "അവര്" }, { "start": null, "end": null, "lang": "ml", "text": "കുറച്ചു" }, { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്താണെന്നു", "word_index": 4 } ]	2	0.4	0.667	0.333	4	2	6	1	Spk1/1_AudioSample080.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.819784Z	2026-06-14T07:51:48.819785Z
mlenspeech_1_AudioSample081	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample081	ml	null	3.531	3.531	3.531	അപ്പൊ ഈ എല്ലാ operating segmentും എന്തെയ്യണ്ട ആവശ്യില്ല	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഈ" }, { "start": null, "end": null, "lang": "ml", "text": "എല്ലാ" }, { "start": null, "end": null, "lang": "en", "text": "op...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്തെയ്യണ്ട", "word_index": 5 } ]	2	0.333	0.714	0.286	5	2	7	1	Spk1/1_AudioSample081.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.820011Z	2026-06-14T07:51:48.820012Z
mlenspeech_1_AudioSample082	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample082	ml	null	2.018	2.018	2.018	report ചെയ്യേണ്ട ആവശ്യില്ല	[ { "start": null, "end": null, "lang": "en", "text": "report" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യേണ്ട" }, { "start": null, "end": null, "lang": "ml", "text": "ആവശ്യില്ല" } ]	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ട", "word_index": 1 } ]	1	0.5	0.667	0.333	2	1	3	1	Spk1/1_AudioSample082.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.820235Z	2026-06-14T07:51:48.820236Z
mlenspeech_1_AudioSample083	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample083	ml	null	3.726	3.726	3.726	അപ്പൊ ഏതൊക്കെ segmentാണ് report ചെയ്യേണ്ടത്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഏതൊക്കെ" }, { "start": null, "end": null, "lang": "en", "text": "segmentാണ്" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "segmentാണ്", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ടത്", "word_index": 4 } ]	2	0.5	0.6	0.4	3	2	5	1	Spk1/1_AudioSample083.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.820468Z	2026-06-14T07:51:48.820469Z
mlenspeech_1_AudioSample084	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample084	ml	null	5.533	5.533	5.533	അങ്ങനെ report ചെയ്യേണ്ട segmentിനെയാണ് reportable segment എന്ന് പറയുന്നത്	[ { "start": null, "end": null, "lang": "ml", "text": "അങ്ങനെ" }, { "start": null, "end": null, "lang": "en", "text": "report" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യേണ്ട" }, { "start": null, "end": null, "lang": "ml", "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "report", "word_index": 1 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ട", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "reportable", "word_in...	4	0.571	0.625	0.375	5	3	8	1	Spk1/1_AudioSample084.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.820728Z	2026-06-14T07:51:48.820729Z
mlenspeech_1_AudioSample085	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample085	ml	null	8.266	8.266	8.266	അപ്പതില് reportable segment is an operating segment or result from aggregation of two or more operating segment	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പതില്" }, { "start": null, "end": null, "lang": "en", "text": "reportable" }, { "start": null, "end": null, "lang": "en", "text": "segment" }, { "start": null, "end": null, "lang": "en", ...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "reportable", "word_index": 1 } ]	1	0.062	0.059	0.941	1	16	17	1	Spk1/1_AudioSample085.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.821142Z	2026-06-14T07:51:48.821144Z
mlenspeech_1_AudioSample086	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample086	ml	null	4.019	4.019	4.019	അപ്പൊ താഴെ പറയുന്ന ആ മൂന്ന് threshold limitറ്റുണ്ട്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "താഴെ" }, { "start": null, "end": null, "lang": "ml", "text": "പറയുന്ന" }, { "start": null, "end": null, "lang": "ml", "text"...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "threshold", "word_index": 5 }, { "timestamp": null, "from": "en", "to": "ml", "word": "limitറ്റുണ്ട്", "word_index": 6 } ]	2	0.333	0.857	0.143	6	1	7	1	Spk1/1_AudioSample086.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.821384Z	2026-06-14T07:51:48.821385Z
mlenspeech_1_AudioSample087	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample087	ml	null	6.411	6.411	6.411	അതില് ഏതെങ്കിലും ഒന്ന് satisfy ചെയ്യുക ആണെനുണ്ടെങ്കിൽ ആ segmentിനെ report ചെയ്താൽ മതി	[ { "start": null, "end": null, "lang": "ml", "text": "അതില്" }, { "start": null, "end": null, "lang": "ml", "text": "ഏതെങ്കിലും" }, { "start": null, "end": null, "lang": "ml", "text": "ഒന്ന്" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "satisfy", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യുക", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "segmentിനെ", "word_ind...	4	0.4	0.727	0.273	8	3	11	1	Spk1/1_AudioSample087.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.821677Z	2026-06-14T07:51:48.821679Z
mlenspeech_1_AudioSample088	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample088	ml	null	4.507	4.507	4.507	അപ്പൊ ഒരു companyയെ സംബന്ധിച്ചടുത്തോളം ഒരുപാട് operating segement ഉണ്ടായിരിക്കാം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പൊ" }, { "start": null, "end": null, "lang": "ml", "text": "ഒരു" }, { "start": null, "end": null, "lang": "en", "text": "companyയെ" }, { "start": null, "end": null, "lang": "ml", "text...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "companyയെ", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "സംബന്ധിച്ചടുത്തോളം", "word_index": 3 }, { "timestamp": null, "from": "ml", "to": "en", "word": "operating", ...	4	0.571	0.625	0.375	5	3	8	1	Spk1/1_AudioSample088.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.821950Z	2026-06-14T07:51:48.821952Z
mlenspeech_1_AudioSample089	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample089	ml	null	2.302	2.302	2.302	പക്ഷെ അതെല്ലാതും report ചെയ്യേണ്ട ആവശ്യില്ല	[ { "start": null, "end": null, "lang": "ml", "text": "പക്ഷെ" }, { "start": null, "end": null, "lang": "ml", "text": "അതെല്ലാതും" }, { "start": null, "end": null, "lang": "en", "text": "report" }, { "start": null, "end": null, "lang": "ml", "...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "report", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ട", "word_index": 3 } ]	2	0.5	0.8	0.2	4	1	5	1	Spk1/1_AudioSample089.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.822206Z	2026-06-14T07:51:48.822208Z
mlenspeech_1_AudioSample090	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample090	ml	null	4.125	4.125	4.125	report ചെയ്യേണ്ട segmentിനെയാണ് reportable segment എന്ന് പറയുന്നു	[ { "start": null, "end": null, "lang": "en", "text": "report" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യേണ്ട" }, { "start": null, "end": null, "lang": "ml", "text": "segmentിനെയാണ്" }, { "start": null, "end": null, "lang": "en...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യേണ്ട", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "reportable", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_ind...	3	0.5	0.571	0.429	4	3	7	1	Spk1/1_AudioSample090.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.822561Z	2026-06-14T07:51:48.822562Z
mlenspeech_1_AudioSample091	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample091	ml	null	7.794	7.794	7.794	report ചെയ്യണം എന്നുണ്ടെങ്കില് conditionിൽ ഏതെങ്കിലും ഒരു quantitative threshold satisfy ചെയ്തത് മാത്രമെ അത് report ചെയ്യേണ്ട ആവശ്യുള്ളു	[ { "start": null, "end": null, "lang": "en", "text": "report" }, { "start": null, "end": null, "lang": "ml", "text": "ചെയ്യണം" }, { "start": null, "end": null, "lang": "ml", "text": "എന്നുണ്ടെങ്കില്" }, { "start": null, "end": null, "lang": "en"...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "ചെയ്യണം", "word_index": 1 }, { "timestamp": null, "from": "ml", "to": "en", "word": "conditionിൽ", "word_index": 3 }, { "timestamp": null, "from": "en", "to": "ml", "word": "ഏതെങ്കിലും", "word...	7	0.5	0.6	0.4	9	6	15	1	Spk1/1_AudioSample091.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.822855Z	2026-06-14T07:51:48.822856Z
mlenspeech_1_AudioSample092	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample092	ml	null	3.938	3.938	3.938	total revenue എന്ന് പറഞ്ഞു കഴിഞ്ഞാൽ അത് internalാവാം externalാവാം	[ { "start": null, "end": null, "lang": "en", "text": "total" }, { "start": null, "end": null, "lang": "en", "text": "revenue" }, { "start": null, "end": null, "lang": "ml", "text": "എന്ന്" }, { "start": null, "end": null, "lang": "ml", "text...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "എന്ന്", "word_index": 2 }, { "timestamp": null, "from": "ml", "to": "en", "word": "internalാവാം", "word_index": 6 } ]	2	0.286	0.5	0.5	4	4	8	1	Spk1/1_AudioSample092.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.823116Z	2026-06-14T07:51:48.823119Z
mlenspeech_1_AudioSample093	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample093	ml	null	7.55	7.55	7.55	അപ്പ ആ total revenueിന്റെ ten percentageജോ അതില് കൂടുതലോ ആണെനുണ്ടെങ്കിൽ അത് reportable segmentാണ്	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പ" }, { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "total" }, { "start": null, "end": null, "lang": "en", "text": "rev...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "total", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "അതില്", "word_index": 6 }, { "timestamp": null, "from": "ml", "to": "en", "word": "reportable", "word_index":...	3	0.273	0.5	0.5	6	6	12	1	Spk1/1_AudioSample093.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.823407Z	2026-06-14T07:51:48.823408Z
mlenspeech_1_AudioSample094	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample094	ml	null	9.178	9.178	9.178	അതാണ് ആ first threshold limit പറയുന്നത് is a reportable revenue from both external customers and inter segment sales	[ { "start": null, "end": null, "lang": "ml", "text": "അതാണ്" }, { "start": null, "end": null, "lang": "ml", "text": "ആ" }, { "start": null, "end": null, "lang": "en", "text": "first" }, { "start": null, "end": null, "lang": "en", "text": "th...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "first", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "പറയുന്നത്", "word_index": 5 }, { "timestamp": null, "from": "ml", "to": "en", "word": "is", "word_index": 6 ...	3	0.176	0.167	0.833	3	15	18	1	Spk1/1_AudioSample094.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.823720Z	2026-06-14T07:51:48.823722Z
mlenspeech_1_AudioSample095	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample095	ml	null	15.264	15.264	15.264	അപ്പ എല്ലാ operating segmentിൽ നിന്ന് കൂടിയിട്ടും particular segmentിന്റെ revenue എന്നുള്ളത് total revenueടെ ten percentageജോ അതിൽ കൂടുതലോ ആണെനുണ്ടെങ്കിൽ ആ segmentിനെ report ചെയ്യണം	[ { "start": null, "end": null, "lang": "ml", "text": "അപ്പ" }, { "start": null, "end": null, "lang": "ml", "text": "എല്ലാ" }, { "start": null, "end": null, "lang": "en", "text": "operating" }, { "start": null, "end": null, "lang": "en", "tex...	[]	[ { "timestamp": null, "from": "ml", "to": "en", "word": "operating", "word_index": 2 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നിന്ന്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "particular", "word_in...	8	0.4	0.476	0.524	10	11	21	1	Spk1/1_AudioSample095.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.824122Z	2026-06-14T07:51:48.824124Z
mlenspeech_1_AudioSample096	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample096	ml	null	10.398	10.398	10.398	total profitിന്റെ ten percentageജോ അല്ലെങ്കില് അതിൽ കൂടുതലോ ഒരു particular segmentിൽ നിന്ന് കിട്ടുന്നുണ്ട് എങ്കില് segmentിൽ report ചെയ്തിരിക്കണം	[ { "start": null, "end": null, "lang": "en", "text": "total" }, { "start": null, "end": null, "lang": "en", "text": "profitിന്റെ" }, { "start": null, "end": null, "lang": "en", "text": "ten" }, { "start": null, "end": null, "lang": "en", "te...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "അല്ലെങ്കില്", "word_index": 4 }, { "timestamp": null, "from": "ml", "to": "en", "word": "particular", "word_index": 8 }, { "timestamp": null, "from": "en", "to": "ml", "word": "നിന്ന്", "word_...	5	0.333	0.5	0.5	8	8	16	1	Spk1/1_AudioSample096.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.824436Z	2026-06-14T07:51:48.824437Z
mlenspeech_1_AudioSample097	code_switch_annotation	mlenspeech	human_reviewed	null	null	MLENSPEECH 1_AudioSample097	ml	null	2.392	2.392	2.392	segmentിന്റെ profit or lossസൊ നോക്കുക	[ { "start": null, "end": null, "lang": "en", "text": "segmentിന്റെ" }, { "start": null, "end": null, "lang": "en", "text": "profit" }, { "start": null, "end": null, "lang": "en", "text": "or" }, { "start": null, "end": null, "lang": "en", "t...	[]	[ { "timestamp": null, "from": "en", "to": "ml", "word": "നോക്കുക", "word_index": 4 } ]	1	0.25	0.2	0.8	1	4	5	1	Spk1/1_AudioSample097.wav	Spk1	mlenspeech_ground_truth	text_only	[]	{}	2026-06-14T07:51:48.824704Z	2026-06-14T07:51:48.824706Z

End of preview.

Manglish ASR Benchmark

A benchmark dataset and evaluation toolkit for Malayalam-English code-switched speech (Manglish).

Overview

Manglish is a common spoken form of Malayalam that frequently switches between Malayalam and English within the same sentence.

Example:

segment reporting എന്ന accounting standardsാണ് നമ്മൽ discussെയ്യാൻ പോവുന്നത്

Traditional ASR benchmarks do not adequately evaluate these language-switching patterns. This project provides a dataset and evaluation framework for studying code-switched Malayalam-English speech recognition systems.

Dataset Statistics

Metric	Value
Clips	2,883
Total Audio	2.78 hours
Total Words	25,402
Clips with Code Switching	2,812
Average Switches per Clip	2.82
Annotation Quality	Human Reviewed

Annotation Format

Each record contains:

Transcript
Language spans
Switch point information
Word counts
Language ratios
Audio metadata

Example:

{
  "transcript": "segment reporting എന്ന accounting standardsാണ് നമ്മൽ discussെയ്യാൻ പോവുന്നത്",
  "language_spans": [
    {"lang":"en","text":"segment"},
    {"lang":"en","text":"reporting"},
    {"lang":"ml","text":"എന്ന"}
  ]
}

Evaluation

The evaluation toolkit computes:

Dataset statistics
Code-switch frequency
Language distribution
Switch-point analysis

Future work:

Whisper benchmarking
Sarvam ASR benchmarking
Switch-aware WER
Mixed-language error analysis

Initial Benchmark Results

Strict transcript-matching evaluation on the first 100 clips:

Rank	Model	WER ↓	CER ↓	Notes
1	Sarvam Saaras v3 Codemix	52.07%	23.98%	Stronger Malayalam-English handling; sometimes transliterates English words into Malayalam script
2	Whisper Medium	111.64%	82.64%	Often translates or produces unrelated multilingual text

Benchmark Results

Strict transcript-matching evaluation:

Rank	Model	Samples	WER ↓	CER ↓	Notes
1	Sarvam Saaras v3 Codemix	500	48.61%	21.95%	Strong Malayalam-English handling; sometimes transliterates English words into Malayalam script
2	Whisper Medium	100	111.64%	82.64%	Often translates or produces unrelated multilingual text

These results use strict WER/CER against human-reviewed Manglish transcripts. Script changes such as company → കമ്പനി are counted as errors even when semantically close. These results use strict WER/CER against human-reviewed Manglish transcripts. This means script changes such as company → കമ്പനി are counted as errors even when semantically correct.

Repository Structure

manglish-asr-benchmark/
├── data/
├── eval/
├── results/
├── hf_upload.py
└── README.md

Motivation

Code-switched Malayalam-English speech remains underrepresented in public ASR benchmarks. This project aims to provide a reproducible benchmark for evaluating multilingual speech recognition systems on real-world Manglish conversations.

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Total file size:

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Models trained or fine-tuned on jona276/manglish-asr-benchmark

jona276/whisper-small-manglish

Automatic Speech Recognition • 0.2B • Updated 30 days ago • 4 • 1