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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'custom'})
This happened while the json dataset builder was generating data using
gzip://cuts_dev.jsonl::hf://datasets/yuekai/wenetspeech4tts_lhotse_manifest@f80067f0ba2c847312b71483ebc67559c8808742/tokenized/cuts_dev.jsonl.gz
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: string
start: int64
duration: double
channel: int64
supervisions: list<item: struct<id: string, recording_id: string, start: double, duration: double, channel: int64, text: string, language: string, custom: struct<timestamp: string, dns_mos: double, normalized_text: string>>>
child 0, item: struct<id: string, recording_id: string, start: double, duration: double, channel: int64, text: string, language: string, custom: struct<timestamp: string, dns_mos: double, normalized_text: string>>
child 0, id: string
child 1, recording_id: string
child 2, start: double
child 3, duration: double
child 4, channel: int64
child 5, text: string
child 6, language: string
child 7, custom: struct<timestamp: string, dns_mos: double, normalized_text: string>
child 0, timestamp: string
child 1, dns_mos: double
child 2, normalized_text: string
features: struct<type: string, num_frames: int64, num_features: int64, frame_shift: double, sampling_rate: int64, start: int64, duration: double, storage_type: string, storage_path: string, storage_key: string, recording_id: string, channels: int64>
child 0, type: string
child 1, num_frames: int64
child 2, num_features: int64
child 3, frame_shift: double
child 4, sampling_rate: int64
child 5, start: int64
child 6, duration: double
child 7, storage_type: string
child 8, storage_path: string
child 9, storage_key: string
child 10, recording_id: string
child
...
s: list<item: int64>, transforms: list<item: struct<name: string, kwargs: struct<source_sampling_rate: int64, target_sampling_rate: int64>>>>
child 0, id: string
child 1, sources: list<item: struct<type: string, channels: list<item: int64>, source: string>>
child 0, item: struct<type: string, channels: list<item: int64>, source: string>
child 0, type: string
child 1, channels: list<item: int64>
child 0, item: int64
child 2, source: string
child 2, sampling_rate: int64
child 3, num_samples: int64
child 4, duration: double
child 5, channel_ids: list<item: int64>
child 0, item: int64
child 6, transforms: list<item: struct<name: string, kwargs: struct<source_sampling_rate: int64, target_sampling_rate: int64>>>
child 0, item: struct<name: string, kwargs: struct<source_sampling_rate: int64, target_sampling_rate: int64>>
child 0, name: string
child 1, kwargs: struct<source_sampling_rate: int64, target_sampling_rate: int64>
child 0, source_sampling_rate: int64
child 1, target_sampling_rate: int64
custom: struct<dataloading_info: struct<rank: int64, world_size: int64, worker_id: null>, tokens: list<item: string>>
child 0, dataloading_info: struct<rank: int64, world_size: int64, worker_id: null>
child 0, rank: int64
child 1, world_size: int64
child 2, worker_id: null
child 1, tokens: list<item: string>
child 0, item: string
type: string
to
{'id': Value(dtype='string', id=None), 'start': Value(dtype='int64', id=None), 'duration': Value(dtype='float64', id=None), 'channel': Value(dtype='int64', id=None), 'supervisions': [{'id': Value(dtype='string', id=None), 'recording_id': Value(dtype='string', id=None), 'start': Value(dtype='float64', id=None), 'duration': Value(dtype='float64', id=None), 'channel': Value(dtype='int64', id=None), 'text': Value(dtype='string', id=None), 'language': Value(dtype='string', id=None), 'custom': {'timestamp': Value(dtype='string', id=None), 'dns_mos': Value(dtype='float64', id=None), 'speech_tokens': Value(dtype='string', id=None)}}], 'features': {'type': Value(dtype='string', id=None), 'num_frames': Value(dtype='int64', id=None), 'num_features': Value(dtype='int64', id=None), 'frame_shift': Value(dtype='float64', id=None), 'sampling_rate': Value(dtype='int64', id=None), 'start': Value(dtype='int64', id=None), 'duration': Value(dtype='float64', id=None), 'storage_type': Value(dtype='string', id=None), 'storage_path': Value(dtype='string', id=None), 'storage_key': Value(dtype='string', id=None), 'channels': Value(dtype='int64', id=None)}, 'recording': {'id': Value(dtype='string', id=None), 'sources': [{'type': Value(dtype='string', id=None), 'channels': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), 'source': Value(dtype='string', id=None)}], 'sampling_rate': Value(dtype='int64', id=None), 'num_samples': Value(dtype='int64', id=None), 'duration': Value(dtype='float64', id=None), 'channel_ids': Sequence(feature=Value(dtype='int64', id=None), length=-1, id=None), 'transforms': [{'name': Value(dtype='string', id=None), 'kwargs': {'source_sampling_rate': Value(dtype='int64', id=None), 'target_sampling_rate': Value(dtype='int64', id=None)}}]}, 'type': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1415, 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 991, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'custom'})
This happened while the json dataset builder was generating data using
gzip://cuts_dev.jsonl::hf://datasets/yuekai/wenetspeech4tts_lhotse_manifest@f80067f0ba2c847312b71483ebc67559c8808742/tokenized/cuts_dev.jsonl.gz
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id string | start int64 | duration float64 | channel int64 | supervisions list | features dict | recording dict | type string |
|---|---|---|---|---|---|---|---|
Y0000003363_7vSL-4k4aW0_S00205-2280850 | 0 | 2.816 | 0 | [
{
"id": "Y0000003363_7vSL-4k4aW0_S00205",
"recording_id": "Y0000003363_7vSL-4k4aW0_S00205",
"start": 0,
"duration": 2.816,
"channel": 0,
"text": "我的好的，我立即给潘盼莲同志发报。",
"language": "Chinese",
"custom": {
"timestamp": "[[70, 90], [90, 130], [130, 210], [210, 300], [730, 950], [950,... | {
"type": "MatchaFbank",
"num_frames": 264,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 2.816,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "0,31105",
"channels": 0
} | {
"id": "Y0000003363_7vSL-4k4aW0_S00205",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/Y0000003363_7vSL-4k4aW0_S00205.wav"
}
],
"sampling_rate": 24000,
"num_samples": 67584,
"duration": 2.8... | MonoCut |
Y0000021463_tTslcZy5qLY_S00472-S00477-2280851 | 0 | 6.272 | 0 | [
{
"id": "Y0000021463_tTslcZy5qLY_S00472-S00477",
"recording_id": "Y0000021463_tTslcZy5qLY_S00472-S00477",
"start": 0,
"duration": 6.272,
"channel": 0,
"text": "如果钱不够的话，你再跟我要，我还给你们，真的啊，真的啊好好好。",
"language": "Chinese",
"custom": {
"timestamp": "[[130, 270], [270, 370], [370, 470]... | {
"type": "MatchaFbank",
"num_frames": 588,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 6.272,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "31105,58623,10318",
"chan... | {
"id": "Y0000021463_tTslcZy5qLY_S00472-S00477",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/Y0000021463_tTslcZy5qLY_S00472-S00477.wav"
}
],
"sampling_rate": 24000,
"num_samples": 150528,
... | MonoCut |
X0000002453_8445320_S00038-2280852 | 0 | 3.072 | 0 | [
{
"id": "X0000002453_8445320_S00038",
"recording_id": "X0000002453_8445320_S00038",
"start": 0,
"duration": 3.072,
"channel": 0,
"text": "本来他们想钓鱼来吃。",
"language": "Chinese",
"custom": {
"timestamp": "[[470, 710], [750, 990], [1250, 1450], [1450, 1570], [1570, 1810], [1830, 2030... | {
"type": "MatchaFbank",
"num_frames": 288,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 3.072,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "100046,33332",
"channels"... | {
"id": "X0000002453_8445320_S00038",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/X0000002453_8445320_S00038.wav"
}
],
"sampling_rate": 24000,
"num_samples": 73728,
"duration": 3.072,
"c... | MonoCut |
Y0000011737_UDq5gxb041c_S00820-S00822-2280853 | 0 | 12.16 | 0 | [
{
"id": "Y0000011737_UDq5gxb041c_S00820-S00822",
"recording_id": "Y0000011737_UDq5gxb041c_S00820-S00822",
"start": 0,
"duration": 12.16,
"channel": 0,
"text": "第六十三军在铁元、南连川北地区接到的命令是就是把六十三军打光，也要坚守阵地十至十五天。",
"language": "Chinese",
"custom": {
"timestamp": "[[750, 990], [990, 1210... | {
"type": "MatchaFbank",
"num_frames": 1140,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 12.16,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "133378,58268,58573,16765",... | {
"id": "Y0000011737_UDq5gxb041c_S00820-S00822",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/Y0000011737_UDq5gxb041c_S00820-S00822.wav"
}
],
"sampling_rate": 24000,
"num_samples": 291840,
... | MonoCut |
X0000026857_211339357_S00228-S00230-2280854 | 0 | 9.6 | 0 | [
{
"id": "X0000026857_211339357_S00228-S00230",
"recording_id": "X0000026857_211339357_S00228-S00230",
"start": 0,
"duration": 9.6,
"channel": 0,
"text": "嗯，就差最后那一步，也就是说她在你心里的一个位置，其实是一个很随便的女生，比较不自爱的女生。",
"language": "Chinese",
"custom": {
"timestamp": "[[50, 290], [490, 630], [6... | {
"type": "MatchaFbank",
"num_frames": 900,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 9.6,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "266984,55978,45205",
"chann... | {
"id": "X0000026857_211339357_S00228-S00230",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/X0000026857_211339357_S00228-S00230.wav"
}
],
"sampling_rate": 24000,
"num_samples": 230400,
"dur... | MonoCut |
Y0000015554_dbraOgDbH8M_S00399-S00400-2280855 | 0 | 6.144 | 0 | [
{
"id": "Y0000015554_dbraOgDbH8M_S00399-S00400",
"recording_id": "Y0000015554_dbraOgDbH8M_S00399-S00400",
"start": 0,
"duration": 6.144,
"channel": 0,
"text": "我心里不服袭人，哪怕他得十分也不恼他原。",
"language": "Chinese",
"custom": {
"timestamp": "[[110, 270], [270, 490], [490, 670], [670, 870... | {
"type": "MatchaFbank",
"num_frames": 576,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 6.144,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "368167,57620,8941",
"chan... | {
"id": "Y0000015554_dbraOgDbH8M_S00399-S00400",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/Y0000015554_dbraOgDbH8M_S00399-S00400.wav"
}
],
"sampling_rate": 24000,
"num_samples": 147456,
... | MonoCut |
X0000003821_12739557_S00174-2280856 | 0 | 1.792 | 0 | [
{
"id": "X0000003821_12739557_S00174",
"recording_id": "X0000003821_12739557_S00174",
"start": 0,
"duration": 1.792,
"channel": 0,
"text": "但那前提是国内要有的卖。",
"language": "Chinese",
"custom": {
"timestamp": "[[50, 130], [130, 250], [250, 330], [330, 490], [490, 730], [990, 1130], [... | {
"type": "MatchaFbank",
"num_frames": 168,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 1.792,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "434728,19155",
"channels"... | {
"id": "X0000003821_12739557_S00174",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/X0000003821_12739557_S00174.wav"
}
],
"sampling_rate": 24000,
"num_samples": 43008,
"duration": 1.792,
... | MonoCut |
X0000001220_14598333_S00915-S00919-2280857 | 0 | 7.552 | 0 | [
{
"id": "X0000001220_14598333_S00915-S00919",
"recording_id": "X0000001220_14598333_S00915-S00919",
"start": 0,
"duration": 7.552,
"channel": 0,
"text": "退休时间呢，国家法定的男的不是六十嘛，据说还要延长的都到六十五了。但是我是觉得呢",
"language": "Chinese",
"custom": {
"timestamp": "[[330, 470], [470, 690], [690, 8... | {
"type": "MatchaFbank",
"num_frames": 708,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 7.552,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "453883,55357,22973",
"cha... | {
"id": "X0000001220_14598333_S00915-S00919",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/X0000001220_14598333_S00915-S00919.wav"
}
],
"sampling_rate": 24000,
"num_samples": 181248,
"durat... | MonoCut |
X0000003720_24837661_S00752-S00755-2280858 | 0 | 12.672 | 0 | [
{
"id": "X0000003720_24837661_S00752-S00755",
"recording_id": "X0000003720_24837661_S00752-S00755",
"start": 0,
"duration": 12.672,
"channel": 0,
"text": "但是其实国家也试图在就是突破这个嗯就是呃开放一些这个二手零件的进口。因为其实日本呀什么美国呀、什么的，这些这些二手零件的流通是很发达的。",
"language": "Chinese",
"custom": {
"timestamp": "[[5... | {
"type": "MatchaFbank",
"num_frames": 1188,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 12.672,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "532213,56698,57208,21491"... | {
"id": "X0000003720_24837661_S00752-S00755",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/X0000003720_24837661_S00752-S00755.wav"
}
],
"sampling_rate": 24000,
"num_samples": 304128,
"durat... | MonoCut |
X0000030956_130252377_S00062-S00063-2280859 | 0 | 2.944 | 0 | [
{
"id": "X0000030956_130252377_S00062-S00063",
"recording_id": "X0000030956_130252377_S00062-S00063",
"start": 0,
"duration": 2.944,
"channel": 0,
"text": "化了妆抹了最喜欢的口红。",
"language": "Chinese",
"custom": {
"timestamp": "[[250, 450], [450, 570], [570, 810], [1090, 1270], [1270, ... | {
"type": "MatchaFbank",
"num_frames": 276,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 2.944,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "667610,32343",
"channels"... | {
"id": "X0000030956_130252377_S00062-S00063",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/X0000030956_130252377_S00062-S00063.wav"
}
],
"sampling_rate": 24000,
"num_samples": 70656,
"dura... | MonoCut |
Y0000002718_6A_I8lh3bVg_S00126-2280860 | 0 | 1.664 | 0 | [
{
"id": "Y0000002718_6A_I8lh3bVg_S00126",
"recording_id": "Y0000002718_6A_I8lh3bVg_S00126",
"start": 0,
"duration": 1.664,
"channel": 0,
"text": "那我瞧瞧姐的吧。",
"language": "Chinese",
"custom": {
"timestamp": "[[30, 150], [150, 230], [230, 370], [370, 530], [530, 710], [710, 770], ... | {
"type": "MatchaFbank",
"num_frames": 156,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
"duration": 1.664,
"storage_type": "lilcom_chunky",
"storage_path": "data/fbank/wenetspeech4tts_bigvgan_Basic_58.lca",
"storage_key": "699953,17918",
"channels"... | {
"id": "Y0000002718_6A_I8lh3bVg_S00126",
"sources": [
{
"type": "file",
"channels": [
0
],
"source": "/workspace/WenetSpeech4TTS/Basic/WenetSpeech4TTS_Basic_28/wavs/Y0000002718_6A_I8lh3bVg_S00126.wav"
}
],
"sampling_rate": 24000,
"num_samples": 39936,
"duration": 1.6... | MonoCut |
X0000000030_245144288_S00016-S00017-2280861 | 0 | 4.608 | 0 | [
{
"id": "X0000000030_245144288_S00016-S00017",
"recording_id": "X0000000030_245144288_S00016-S00017",
"start": 0,
"duration": 4.608,
"channel": 0,
"text": "在最后的一千年中，它的部件开始损坏。",
"language": "Chinese",
"custom": {
"timestamp": "[[420, 660], [740, 960], [960, 1140], [1140, 1220], ... | {
"type": "MatchaFbank",
"num_frames": 432,
"num_features": 100,
"frame_shift": 0.010666666666666666,
"sampling_rate": 24000,
"start": 0,
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"text": "行，那我们回避。哎，没关系，没关系的，反正你们都知道了，我应该坦白对你们所有人坦班坦白什么？展伯的话，让我明白了，不应该对朋友撒谎。",
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"text": "还别扭呢，你这就没劲了啊，你才没劲呢。你看你现在多威风啊，临危不惧勇斗歹徒，你可是我们全场瞩目的大英雄。好，你就是这么帮我的。",
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"text": "从后来的发展，包括了比赛的呈解，包括了你刚刚说的这个照片。",
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"text": "自由行走，说整个孕期都听彩彩，经常把肚子里的小孩笑醒的平常心说，彩彩听你的段子本来是想开心点的一句，尤其是八零后，还没孩子，直接让我泪奔呐。因为我连女朋友都没有。",
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"text": "二十世纪七十年代，石油危机时期，当时石油成本从三美元上涨到了四十美元左右。而同期美国消费者物价指数也从百分之二点七的同比增速飙升至了百分之十四点八。",
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"dur... | MonoCut |
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