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sha256:58cce094bd248b460a8486e098062b793c4c547bd70ababf8e525e7501e5756f size 10240 diff --git "a/audio/\305\241amm\311\231sdin no\304\215iya/train.tar" "b/audio/\305\241amm\311\231sdin no\304\215iya/train.tar" index 868412a5326bc85490e294cf3399d4e749ce1671..e5bcce8d40f704f3abf42a2b135d906498e8a804 100644 --- "a/audio/\305\241amm\311\231sdin no\304\215iya/train.tar" +++ "b/audio/\305\241amm\311\231sdin no\304\215iya/train.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:2b8c9b9c2fbab47a0a0376cd5144cb39d111f27e9b3eefcd87b5ba3f7a826187 +oid sha256:d0d628fd2a9e7cbeee85cd0293401b5ea87751b2a7328f7f9354ed4d24035b6c size 10240 diff --git "a/audio/\341\270\245alabja/dev.tar" "b/audio/\341\270\245alabja/dev.tar" index 185d37268b5f92bda4d7c6435e711bc354f83b9c..83fb062b11c729c38e00e30ed7e388807388c32e 100644 --- "a/audio/\341\270\245alabja/dev.tar" +++ "b/audio/\341\270\245alabja/dev.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:b61afe0a4291bcd7ad461c748ee1b099d3d6f42e27c9cb085594e50cb3d1b6aa +oid sha256:c1e7cdd05c62a40a2a76e1ff31b9c5a088593e8b2b17a9948f39822c1a64f5e9 size 10240 diff --git "a/audio/\341\270\245alabja/test.tar" "b/audio/\341\270\245alabja/test.tar" index 89dbd9c8978c2121867ec4136bf26e41d482f43a..97ac0de3c7f08abf2e31b1c1ec3ca7decc8eeb93 100644 --- "a/audio/\341\270\245alabja/test.tar" +++ "b/audio/\341\270\245alabja/test.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:fde6a3735750b72329d7f06b5154eefe69185dd5c9556dbde10649d95722e362 +oid sha256:46a3a6be7b43602f6cbde31217347472c14013af0fc9a9b2fd939a29ead405c5 size 10240 diff --git "a/audio/\341\270\245alabja/train.tar" "b/audio/\341\270\245alabja/train.tar" index 54074aa827b99bb4923dc827b2457e9d9aeb94e8..1fff3d711ab868834cbb5b78367d695ebe71ffbb 100644 --- "a/audio/\341\270\245alabja/train.tar" +++ "b/audio/\341\270\245alabja/train.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:65569a8bba2b4502a6b5f490a84cf80aa0a19d465290304b4c8e9fc6a1378577 +oid sha256:431b2ce50b436b61c2fd6e62e5d452fcf02fee946d660d68476a5701da04e28b size 10240 diff --git "a/audio/\341\271\255\304\201l/dev.tar" "b/audio/\341\271\255\304\201l/dev.tar" index 68bcb97e5c9fb9df9aa3c5338d549ee22e769c9a..13633adb5b61192e51f2977a5d535508c9815779 100644 --- "a/audio/\341\271\255\304\201l/dev.tar" +++ "b/audio/\341\271\255\304\201l/dev.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:17aa14659110a51cb8296828c93936ce47d28724a76fa977ff40f0ae943e5f68 +oid sha256:29957754fe104c584c23497978224f5246838fe4ac9dde1bdc99af1eda006290 size 10240 diff --git "a/audio/\341\271\255\304\201l/test.tar" "b/audio/\341\271\255\304\201l/test.tar" index f97671d45b4790a5fd0364dbe34b78ab3863905c..c8b056f1dac96b2f48d570fc3f3564fa4e66e984 100644 --- "a/audio/\341\271\255\304\201l/test.tar" +++ "b/audio/\341\271\255\304\201l/test.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:186d616a87abf397d06669c263018666f8ac9499a7d5a43c251f8f15c689795e +oid sha256:4e6428c8a4a9a1ec34b5a576b31d10b55dd6b4378349ff4caa0d4df4264ec200 size 10240 diff --git "a/audio/\341\271\255\304\201l/train.tar" "b/audio/\341\271\255\304\201l/train.tar" index bb19b3904074bfeedc843881df00ae1341105782..d9e0db5760c66dec12de82f0087ab72726b22a49 100644 --- "a/audio/\341\271\255\304\201l/train.tar" +++ "b/audio/\341\271\255\304\201l/train.tar" @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:ba047fbb5b2a67a6fb91d28f8d9214b896f86e2ca8ac3244cefe208cf332dcfa +oid sha256:79c845273252889ded355b00ba9bbe4a92b78c2692c6379937df0830c3190aa1 size 10240 diff --git a/build.py b/build.py index ffef843a1d83e4f656bd2a5beff8320950b828fa..0c0380aadd2823885926fd1f0cb1d615696b4ff4 100644 --- a/build.py +++ b/build.py @@ -53,14 +53,14 @@ def build_nena_speech(test_split=0.10, dev_split=0.10): "test": 0, "train": 0, }, - "examples": 0, "splits": { "proficiency": {}, "age": {}, "locale": {}, "crowdsourced": {}, }, - "users": set(), + "examples": 0, + "speakers": set(), "size": 0, "avgDurationSecsLabelled": 0, "avgDurationSecsUnlabelled": 0, @@ -110,7 +110,7 @@ def build_nena_speech(test_split=0.10, dev_split=0.10): os.makedirs(transcript_dir_path, exist_ok=True) for example in examples: - pbar.set_description(f"Downloading audios ({dialect} / {split})") + pbar.set_description(f"Downloading audios ({dialect}/{split})") pbar.update(1) audio_url = pb.get_file_url(example, example.speech, {}) response = requests.get(audio_url) @@ -141,7 +141,7 @@ def build_nena_speech(test_split=0.10, dev_split=0.10): stats["duration"] += len(audio) / 1e3 dialect_stats["buckets"][split] += 1 dialect_stats["examples"] += 1 - dialect_stats["users"].add(example.speaker) + dialect_stats["speakers"].add(example.speaker) dialect_stats["splits"]["proficiency"][example.proficiency] = dialect_stats["splits"]["proficiency"].get(example.proficiency, 0) + 1 / len(examples) dialect_stats["splits"]["age"][example.age] = dialect_stats["splits"]["age"].get(example.age, 0) + 1 / len(examples) dialect_stats["splits"]["locale"][example.locale] = dialect_stats["splits"]["locale"].get(example.locale, 0) + 1 / len(examples) @@ -156,13 +156,14 @@ def build_nena_speech(test_split=0.10, dev_split=0.10): tar.add(audio_dir_path, arcname=os.path.basename(audio_dir_path)) if len(transcripts) > 0: - pbar.set_description(f"Saving transcripts ({dialect} / {split})") + pbar.set_description(f"Saving transcripts ({dialect}/{split})") with open(os.path.join(transcript_dir_path, f"{split}.tsv"), 'w', newline='') as f: writer = csv.DictWriter(f, fieldnames=transcripts[0].keys(), delimiter='\t') writer.writeheader() writer.writerows(transcripts) - shutil.rmtree(audio_dir_path) + shutil.rmtree(audio_dir_path) + stats["dialects"][dialect]["speakers"] = len(stats["dialects"][dialect]["speakers"]) with open('dialect.py', 'w') as f: python_code = f'DIALECT = {repr(dialects)}\n' diff --git a/nena_speech_1_0_test.py b/nena_speech_1_0_test.py index 3c1fa7e3650fe3f4a8ce9eba918ecb766535f0b1..c322f14c3ddd48338f6881544667c6e85d6120a0 100644 --- a/nena_speech_1_0_test.py +++ b/nena_speech_1_0_test.py @@ -25,9 +25,6 @@ from tqdm import tqdm from .dialects import DIALECTS from .release_stats import STATS -# _CITATION = """\ -# """ - _HOMEPAGE = "https://nena.ames.cam.ac.uk/" _LICENSE = "https://creativecommons.org/publicdomain/zero/1.0/" @@ -52,7 +49,10 @@ class NENASpeechConfig(datasets.BuilderConfig): self.size_bytes = kwargs.pop("size_bytes", None) self.size_human = size_str(self.size_bytes) description = ( - f"Common Voice speech to text dataset in {self.dialect} released on {self.release_date}. " + f"NENA Speech dataset in the {self.dialect} dialect released on {self.release_date}. " + f"The dataset comprises {self.validated_hr} hours of validated transcribed speech data " + f"out of {self.total_hr} hours in total from {self.num_speakers} speakers. " + f"The dataset contains {self.num_examples} examples and has a size of {self.size_human}." ) super(NENASpeechConfig, self).__init__( name=name, @@ -71,7 +71,8 @@ class NENASpeech(datasets.GeneratorBasedBuilder): dialect=DIALECTS[dialect], release_date=STATS["date"], num_examples=dialect_stats["examples"], - num_speakers=dialect_stats["users"], + num_speakers=dialect_stats["speakers"], + # validated_hr=float(dialect_stats["validHrs"]) if dialect_stats["validHrs"] else None, # total_hr=float(dialect_stats["totalHrs"]) if dialect_stats["totalHrs"] else None, # size_bytes=int(dialect_stats["size"]) if dialect_stats["size"] else None, @@ -80,15 +81,18 @@ class NENASpeech(datasets.GeneratorBasedBuilder): ] def _info(self): + total_dialects = len(STATS["dialects"]) + total_duration = STATS["duration"] / 60 description = ( - "description from _info" + "NENA Speech is a multimodal dataset to help teach machines how real people speak " + "the Northeastern Neo-Aramaic dialects. The dataset currently consists of " + f"{total_duration} validated minutes of speech in {total_dialects} dialects, but " + "more examples are actively being crowdsourced." ) features = datasets.Features( { - "client_id": datasets.Value("string"), "transcription": datasets.Value("string"), "translation": datasets.Value("string"), - "path": datasets.Value("string"), "audio": datasets.features.Audio(sampling_rate=48_000), "locale": datasets.Value("string"), "proficiency": datasets.Value("string"), @@ -96,6 +100,8 @@ class NENASpeech(datasets.GeneratorBasedBuilder): "crowdsourced": datasets.Value("bool"), "unlabelled": datasets.Value("bool"), "interrupted": datasets.Value("bool"), + "client_id": datasets.Value("string"), + "path": datasets.Value("string"), } ) diff --git a/release_stats.py b/release_stats.py index ae0cdcb85a0beaf7d1fc96e76b9e0648a65a0616..ac8ce5f0775733a8bfdad00bfc248699282c26d9 100644 --- a/release_stats.py +++ b/release_stats.py @@ -1 +1 @@ -STATS = {'dialects': {'alanish': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'alqosh': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'amedia (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'amedia (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'ankawa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aqra (xərpa)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aqra (town)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aradhin (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aradhin (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'arbel': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'arbuš': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'ashitha': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'azax': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'baqopa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bariṭle': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'barwar': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'barwar of qočanəṣ': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'barzan': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'baznaye': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'baṭnaya': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bebede': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bersive': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'betanure': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bidaro': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bijar': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'billin': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bne lagippa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bnerumta (upper tiyari)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bohtan': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bokan': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bāz (aghgab)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bāz (aruntus)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bāz (khabur)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bāz (maha xtaya)': {'buckets': {'dev': 0, 'test': 0, 'train': 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{'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'saṛa (armenia)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'saṛa (khabur)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'shahe': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'shaqlawa (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'shaqlawa (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'sharanish': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'shiyuz': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'shōsh-u-sharmən': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'shǝnno': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'solduz': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'sulemaniyya (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'sulemaniyya (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'sāt': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'tazacand': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'tel tamməṛ (upper tiyari)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'telkepe': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'tikab': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'tisqopa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'txuma bərəjnaye': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'txuma gawaya': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'txuma gudəkθa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'txuma gəssa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'txuma mazṛa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'təlla': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'tən': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'umra': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'umra d-shish': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'urmi (christian)': {'buckets': {'dev': 1, 'test': 1, 'train': 1}, 'examples': 3, 'splits': {'proficiency': {'fluent as mom': 0.018084284074305512}, 'age': {"70's": 0.018084284074305512}, 'locale': {'Sydney': 0.018084284074305512}, 'crowdsourced': {}}, 'users': {'Yulia Davudi'}, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'urmi (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'van': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'van (timur, khabur)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'walṭo (upper tiyari)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'xanaqin': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'xarjawa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'yarda': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'zakho (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'zakho (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'zawitha': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'šamməsdin iyyəl': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'šamməsdin marbišo': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'šamməsdin nočiya': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'ḥalabja': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'ṭāl': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'examples': 0, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'users': set(), 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}}, 'duration': 5.933999999999999, 'version': '1.0.0', 'date': '2023-10-7', 'name': 'NENA Speech Dataset', 'multilingual': True} +STATS = {'dialects': {'alanish': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'alqosh': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'amedia (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'amedia (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'ankawa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aqra (xərpa)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aqra (town)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aradhin (christian)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'aradhin (jewish)': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'arbel': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'arbuš': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'ashitha': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'azax': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'baqopa': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bariṭle': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'barwar': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'barwar of qočanəṣ': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'barzan': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'baznaye': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'baṭnaya': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bebede': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 'crowdsourced': {}}, 'examples': 0, 'speakers': 0, 'size': 0, 'avgDurationSecsLabelled': 0, 'avgDurationSecsUnlabelled': 0, 'totalDurationLabelled': 0, 'totalDurationUnlabelled': 0}, 'bersive': {'buckets': {'dev': 0, 'test': 0, 'train': 0}, 'splits': {'proficiency': {}, 'age': {}, 'locale': {}, 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'1.0.0', 'date': '2023-10-7', 'name': 'NENA Speech Dataset', 'multilingual': True}