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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
audio_file: string
source_type: string
total_duration: double
target_category: string
clips: list<item: null>
child 0, item: null
is_negative: bool
to
{'audio_file': Value('string'), 'source_type': Value('string'), 'total_duration': Value('float64'), 'target_category': Value('string'), 'clips': List({'category': Value('string'), 'start': Value('float64'), 'end': Value('float64')})}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
audio_file: string
source_type: string
total_duration: double
target_category: string
clips: list<item: null>
child 0, item: null
is_negative: bool
to
{'audio_file': Value('string'), 'source_type': Value('string'), 'total_duration': Value('float64'), 'target_category': Value('string'), 'clips': List({'category': Value('string'), 'start': Value('float64'), 'end': Value('float64')})}
because column names don't match
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
audio_file string | source_type string | total_duration float64 | target_category string | clips list |
|---|---|---|---|---|
619149.flac | freesound | 30 | synthesizer | [
{
"category": "synthesizer",
"start": 0,
"end": 30
},
{
"category": "choir",
"start": 0.04,
"end": 30
},
{
"category": "heartbeat",
"start": 11.32,
"end": 11.4
},
{
"category": "heartbeat",
"start": 12,
"end": 12.04
},
{
"category": "heartbeat",
... |
619149.flac | freesound | 30 | choir | [
{
"category": "synthesizer",
"start": 0,
"end": 30
},
{
"category": "choir",
"start": 0.04,
"end": 30
},
{
"category": "heartbeat",
"start": 11.32,
"end": 11.4
},
{
"category": "heartbeat",
"start": 12,
"end": 12.04
},
{
"category": "heartbeat",
... |
619149.flac | freesound | 30 | heartbeat | [
{
"category": "synthesizer",
"start": 0,
"end": 30
},
{
"category": "choir",
"start": 0.04,
"end": 30
},
{
"category": "heartbeat",
"start": 11.32,
"end": 11.4
},
{
"category": "heartbeat",
"start": 12,
"end": 12.04
},
{
"category": "heartbeat",
... |
653658.flac | freesound | 30 | engine | [
{
"category": "engine",
"start": 0,
"end": 30
},
{
"category": "synthesizer",
"start": 0,
"end": 9.52
},
{
"category": "synthesizer",
"start": 11.52,
"end": 11.56
},
{
"category": "synthesizer",
"start": 12.32,
"end": 13.4
},
{
"category": "synthes... |
653658.flac | freesound | 30 | synthesizer | [
{
"category": "engine",
"start": 0,
"end": 30
},
{
"category": "synthesizer",
"start": 0,
"end": 9.52
},
{
"category": "synthesizer",
"start": 11.52,
"end": 11.56
},
{
"category": "synthesizer",
"start": 12.32,
"end": 13.4
},
{
"category": "synthes... |
169137.flac | freesound | 30 | laughter | [
{
"category": "laughter",
"start": 1,
"end": 7.24
},
{
"category": "chainsaw",
"start": 3.2,
"end": 5.2
},
{
"category": "chainsaw",
"start": 6.6,
"end": 22.96
},
{
"category": "screaming",
"start": 7,
"end": 7.12
},
{
"category": "screaming",
... |
169137.flac | freesound | 30 | chainsaw | [
{
"category": "laughter",
"start": 1,
"end": 7.24
},
{
"category": "chainsaw",
"start": 3.2,
"end": 5.2
},
{
"category": "chainsaw",
"start": 6.6,
"end": 22.96
},
{
"category": "screaming",
"start": 7,
"end": 7.12
},
{
"category": "screaming",
... |
169137.flac | freesound | 30 | screaming | [
{
"category": "laughter",
"start": 1,
"end": 7.24
},
{
"category": "chainsaw",
"start": 3.2,
"end": 5.2
},
{
"category": "chainsaw",
"start": 6.6,
"end": 22.96
},
{
"category": "screaming",
"start": 7,
"end": 7.12
},
{
"category": "screaming",
... |
393881.flac | freesound | 30 | film projector | [
{
"category": "film projector",
"start": 0,
"end": 20.92
},
{
"category": "typewriter",
"start": 0.08,
"end": 0.12
},
{
"category": "typewriter",
"start": 0.16,
"end": 0.2
},
{
"category": "typewriter",
"start": 0.64,
"end": 0.76
},
{
"category": "... |
393881.flac | freesound | 30 | bleep | [
{
"category": "film projector",
"start": 0,
"end": 20.92
},
{
"category": "typewriter",
"start": 0.08,
"end": 0.12
},
{
"category": "typewriter",
"start": 0.16,
"end": 0.2
},
{
"category": "typewriter",
"start": 0.64,
"end": 0.76
},
{
"category": "... |
393881.flac | freesound | 30 | typewriter | [
{
"category": "film projector",
"start": 0,
"end": 20.92
},
{
"category": "typewriter",
"start": 0.08,
"end": 0.12
},
{
"category": "typewriter",
"start": 0.16,
"end": 0.2
},
{
"category": "typewriter",
"start": 0.64,
"end": 0.76
},
{
"category": "... |
479302.flac | freesound | 30 | striking match | [
{
"category": "striking match",
"start": 0.96,
"end": 6.28
},
{
"category": "rustling",
"start": 0.96,
"end": 28.96
},
{
"category": "footsteps",
"start": 1.48,
"end": 2.12
},
{
"category": "footsteps",
"start": 2.4,
"end": 2.56
},
{
"category": "f... |
479302.flac | freesound | 30 | rustling | [
{
"category": "striking match",
"start": 0.96,
"end": 6.28
},
{
"category": "rustling",
"start": 0.96,
"end": 28.96
},
{
"category": "footsteps",
"start": 1.48,
"end": 2.12
},
{
"category": "footsteps",
"start": 2.4,
"end": 2.56
},
{
"category": "f... |
479302.flac | freesound | 30 | footsteps | [
{
"category": "striking match",
"start": 0.96,
"end": 6.28
},
{
"category": "rustling",
"start": 0.96,
"end": 28.96
},
{
"category": "footsteps",
"start": 1.48,
"end": 2.12
},
{
"category": "footsteps",
"start": 2.4,
"end": 2.56
},
{
"category": "f... |
479302.flac | freesound | 30 | sliding door | [
{
"category": "striking match",
"start": 0.96,
"end": 6.28
},
{
"category": "rustling",
"start": 0.96,
"end": 28.96
},
{
"category": "footsteps",
"start": 1.48,
"end": 2.12
},
{
"category": "footsteps",
"start": 2.4,
"end": 2.56
},
{
"category": "f... |
479302.flac | freesound | 30 | windshield wipers | [
{
"category": "striking match",
"start": 0.96,
"end": 6.28
},
{
"category": "rustling",
"start": 0.96,
"end": 28.96
},
{
"category": "footsteps",
"start": 1.48,
"end": 2.12
},
{
"category": "footsteps",
"start": 2.4,
"end": 2.56
},
{
"category": "f... |
333825.flac | freesound | 29.974 | plastic crinkling | [
{
"category": "chewing",
"start": 0.88,
"end": 0.96
},
{
"category": "chewing",
"start": 1.2,
"end": 1.52
},
{
"category": "biting",
"start": 1.24,
"end": 1.48
},
{
"category": "swallowing",
"start": 1.28,
"end": 1.36
},
{
"category": "swallowing",... |
333825.flac | freesound | 29.974 | biting | [
{
"category": "chewing",
"start": 0.88,
"end": 0.96
},
{
"category": "chewing",
"start": 1.2,
"end": 1.52
},
{
"category": "biting",
"start": 1.24,
"end": 1.48
},
{
"category": "swallowing",
"start": 1.28,
"end": 1.36
},
{
"category": "swallowing",... |
333825.flac | freesound | 29.974 | chewing | [
{
"category": "chewing",
"start": 0.88,
"end": 0.96
},
{
"category": "chewing",
"start": 1.2,
"end": 1.52
},
{
"category": "biting",
"start": 1.24,
"end": 1.48
},
{
"category": "swallowing",
"start": 1.28,
"end": 1.36
},
{
"category": "swallowing",... |
333825.flac | freesound | 29.974 | swallowing | [
{
"category": "chewing",
"start": 0.88,
"end": 0.96
},
{
"category": "chewing",
"start": 1.2,
"end": 1.52
},
{
"category": "biting",
"start": 1.24,
"end": 1.48
},
{
"category": "swallowing",
"start": 1.28,
"end": 1.36
},
{
"category": "swallowing",... |
390241.flac | freesound | 29.916 | footsteps | [
{
"category": "footsteps",
"start": 0,
"end": 2.84
},
{
"category": "scissors",
"start": 3.32,
"end": 4.12
},
{
"category": "scissors",
"start": 4.4,
"end": 4.8
},
{
"category": "scissors",
"start": 5.08,
"end": 6.28
},
{
"category": "scissors",
... |
390241.flac | freesound | 29.916 | scissors | [
{
"category": "footsteps",
"start": 0,
"end": 2.84
},
{
"category": "scissors",
"start": 3.32,
"end": 4.12
},
{
"category": "scissors",
"start": 4.4,
"end": 4.8
},
{
"category": "scissors",
"start": 5.08,
"end": 6.28
},
{
"category": "scissors",
... |
390241.flac | freesound | 29.916 | typewriter | [
{
"category": "footsteps",
"start": 0,
"end": 2.84
},
{
"category": "scissors",
"start": 3.32,
"end": 4.12
},
{
"category": "scissors",
"start": 4.4,
"end": 4.8
},
{
"category": "scissors",
"start": 5.08,
"end": 6.28
},
{
"category": "scissors",
... |
651840.flac | freesound | 29.82 | fabric rustling | [
{
"category": "fabric rustling",
"start": 3.8,
"end": 25.72
},
{
"category": "footsteps",
"start": 5.92,
"end": 6.04
},
{
"category": "footsteps",
"start": 6.12,
"end": 6.16
},
{
"category": "footsteps",
"start": 7,
"end": 7.12
},
{
"category": "fo... |
651840.flac | freesound | 29.82 | zipper | [
{
"category": "fabric rustling",
"start": 3.8,
"end": 25.72
},
{
"category": "footsteps",
"start": 5.92,
"end": 6.04
},
{
"category": "footsteps",
"start": 6.12,
"end": 6.16
},
{
"category": "footsteps",
"start": 7,
"end": 7.12
},
{
"category": "fo... |
651840.flac | freesound | 29.82 | footsteps | [
{
"category": "fabric rustling",
"start": 3.8,
"end": 25.72
},
{
"category": "footsteps",
"start": 5.92,
"end": 6.04
},
{
"category": "footsteps",
"start": 6.12,
"end": 6.16
},
{
"category": "footsteps",
"start": 7,
"end": 7.12
},
{
"category": "fo... |
651840.flac | freesound | 29.82 | door closing | [
{
"category": "fabric rustling",
"start": 3.8,
"end": 25.72
},
{
"category": "footsteps",
"start": 5.92,
"end": 6.04
},
{
"category": "footsteps",
"start": 6.12,
"end": 6.16
},
{
"category": "footsteps",
"start": 7,
"end": 7.12
},
{
"category": "fo... |
77273.flac | freesound | 29.776 | drum | [
{
"category": "male speech",
"start": 0.2,
"end": 1.8
},
{
"category": "male speech",
"start": 2.32,
"end": 3.24
},
{
"category": "drum",
"start": 4.16,
"end": 6.16
},
{
"category": "drum",
"start": 9.12,
"end": 10.84
},
{
"category": "drum",
"... |
77273.flac | freesound | 29.776 | gong | [
{
"category": "male speech",
"start": 0.2,
"end": 1.8
},
{
"category": "male speech",
"start": 2.32,
"end": 3.24
},
{
"category": "drum",
"start": 4.16,
"end": 6.16
},
{
"category": "drum",
"start": 9.12,
"end": 10.84
},
{
"category": "drum",
"... |
77273.flac | freesound | 29.776 | male speech | [
{
"category": "male speech",
"start": 0.2,
"end": 1.8
},
{
"category": "male speech",
"start": 2.32,
"end": 3.24
},
{
"category": "drum",
"start": 4.16,
"end": 6.16
},
{
"category": "drum",
"start": 9.12,
"end": 10.84
},
{
"category": "drum",
"... |
432568.flac | freesound | 29.752 | subway train | [
{
"category": "subway train",
"start": 0,
"end": 12.64
},
{
"category": "gong",
"start": 0.88,
"end": 0.96
},
{
"category": "gong",
"start": 2.12,
"end": 4.32
},
{
"category": "footsteps",
"start": 3.48,
"end": 3.92
},
{
"category": "footsteps",
... |
432568.flac | freesound | 29.752 | gong | [
{
"category": "subway train",
"start": 0,
"end": 12.64
},
{
"category": "gong",
"start": 0.88,
"end": 0.96
},
{
"category": "gong",
"start": 2.12,
"end": 4.32
},
{
"category": "footsteps",
"start": 3.48,
"end": 3.92
},
{
"category": "footsteps",
... |
432568.flac | freesound | 29.752 | footsteps | [
{
"category": "subway train",
"start": 0,
"end": 12.64
},
{
"category": "gong",
"start": 0.88,
"end": 0.96
},
{
"category": "gong",
"start": 2.12,
"end": 4.32
},
{
"category": "footsteps",
"start": 3.48,
"end": 3.92
},
{
"category": "footsteps",
... |
655069.flac | freesound | 29.749 | dog panting | [
{
"category": "chewing",
"start": 0.04,
"end": 29.749
},
{
"category": "lip smacking",
"start": 0.24,
"end": 0.44
},
{
"category": "lip smacking",
"start": 0.48,
"end": 0.52
},
{
"category": "dog drinking",
"start": 0.56,
"end": 2.16
},
{
"category... |
655069.flac | freesound | 29.749 | dog drinking | [
{
"category": "chewing",
"start": 0.04,
"end": 29.749
},
{
"category": "lip smacking",
"start": 0.24,
"end": 0.44
},
{
"category": "lip smacking",
"start": 0.48,
"end": 0.52
},
{
"category": "dog drinking",
"start": 0.56,
"end": 2.16
},
{
"category... |
655069.flac | freesound | 29.749 | chewing | [
{
"category": "chewing",
"start": 0.04,
"end": 29.749
},
{
"category": "lip smacking",
"start": 0.24,
"end": 0.44
},
{
"category": "lip smacking",
"start": 0.48,
"end": 0.52
},
{
"category": "dog drinking",
"start": 0.56,
"end": 2.16
},
{
"category... |
655069.flac | freesound | 29.749 | lip smacking | [
{
"category": "chewing",
"start": 0.04,
"end": 29.749
},
{
"category": "lip smacking",
"start": 0.24,
"end": 0.44
},
{
"category": "lip smacking",
"start": 0.48,
"end": 0.52
},
{
"category": "dog drinking",
"start": 0.56,
"end": 2.16
},
{
"category... |
479782.flac | freesound | 29.725 | radio communication | [
{
"category": "radio communication",
"start": 0.2,
"end": 1.16
},
{
"category": "horse hooves",
"start": 0.56,
"end": 0.6
},
{
"category": "horse hooves",
"start": 1.12,
"end": 2.2
},
{
"category": "radio communication",
"start": 3.04,
"end": 3.12
},
{... |
479782.flac | freesound | 29.725 | horse hooves | [
{
"category": "radio communication",
"start": 0.2,
"end": 1.16
},
{
"category": "horse hooves",
"start": 0.56,
"end": 0.6
},
{
"category": "horse hooves",
"start": 1.12,
"end": 2.2
},
{
"category": "radio communication",
"start": 3.04,
"end": 3.12
},
{... |
479782.flac | freesound | 29.725 | high heel footsteps | [
{
"category": "radio communication",
"start": 0.2,
"end": 1.16
},
{
"category": "horse hooves",
"start": 0.56,
"end": 0.6
},
{
"category": "horse hooves",
"start": 1.12,
"end": 2.2
},
{
"category": "radio communication",
"start": 3.04,
"end": 3.12
},
{... |
623113.flac | freesound | 29.724 | bird chirping | [
{
"category": "hammering",
"start": 0,
"end": 0.04
},
{
"category": "footsteps",
"start": 0.08,
"end": 0.32
},
{
"category": "bird chirping",
"start": 0.24,
"end": 0.28
},
{
"category": "bird chirping",
"start": 0.36,
"end": 0.44
},
{
"category": "... |
623113.flac | freesound | 29.724 | hammering | [
{
"category": "hammering",
"start": 0,
"end": 0.04
},
{
"category": "footsteps",
"start": 0.08,
"end": 0.32
},
{
"category": "bird chirping",
"start": 0.24,
"end": 0.28
},
{
"category": "bird chirping",
"start": 0.36,
"end": 0.44
},
{
"category": "... |
623113.flac | freesound | 29.724 | metal clanking | [
{
"category": "hammering",
"start": 0,
"end": 0.04
},
{
"category": "footsteps",
"start": 0.08,
"end": 0.32
},
{
"category": "bird chirping",
"start": 0.24,
"end": 0.28
},
{
"category": "bird chirping",
"start": 0.36,
"end": 0.44
},
{
"category": "... |
623113.flac | freesound | 29.724 | footsteps | [
{
"category": "hammering",
"start": 0,
"end": 0.04
},
{
"category": "footsteps",
"start": 0.08,
"end": 0.32
},
{
"category": "bird chirping",
"start": 0.24,
"end": 0.28
},
{
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End of preview.
AutoAEG migration datasets
This dataset repository contains the minimum data needed to reproduce the current SFT-v3, GRPO, and AEGBench evaluation workflow from the AutoAEG code repository.
Included paths:
datasets/sft10k_v3/: ready-to-train SFT-v3 records and audio.datasets/grpo_annotation/grpo_freesound_train_withrej/: GRPO records and the 2,000 referenced audio files.AEGBench/: AEGBench manifest and referenced audio.
Excluded on purpose: base-model weights, LoRA/checkpoints, optimizer state, runtime environments, logs, raw evaluation outputs, Git bundles, credentials, and the optional SFT baseline source pool.
The exact inventory is recorded in UPLOAD_MANIFEST.json.
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