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The dataset generation failed
Error code: DatasetGenerationError Exception: TypeError Message: Couldn't cast array of type struct<wav: string, duration: string, length: string, spk_id: string, ali: string, phn: string, ground_truth_phn_ends: string, char: string, wrd: string, emo: string> to {'wav': Value(dtype='string', id=None), 'path': Value(dtype='string', id=None), 'duration': Value(dtype='string', id=None), 'length': Value(dtype='string', id=None), 'spk_id': Value(dtype='string', id=None), 'ali': Value(dtype='string', id=None), 'phn': Value(dtype='string', id=None), 'ground_truth_phn_ends': Value(dtype='string', id=None), 'char': Value(dtype='string', id=None), 'wrd': Value(dtype='string', id=None), 'words': Value(dtype='string', id=None), 'trans': Value(dtype='string', id=None), 'label': Value(dtype='string', id=None), 'emo': Value(dtype='string', id=None), 'fold': Value(dtype='int64', id=None), 'class_string': Value(dtype='string', id=None), 'segment': Value(dtype='bool', id=None), 'emotion': [{'emo': Value(dtype='string', id=None), 'start': Value(dtype='int64', id=None), 'end': Value(dtype='float64', id=None)}], 'frame_label': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)} Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()] File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp> arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()] File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp> return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks]) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2122, in cast_array_to_feature raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}") TypeError: Couldn't cast array of type struct<wav: string, duration: string, length: string, spk_id: string, ali: string, phn: string, ground_truth_phn_ends: string, char: string, wrd: string, emo: string> to {'wav': Value(dtype='string', id=None), 'path': Value(dtype='string', id=None), 'duration': Value(dtype='string', id=None), 'length': Value(dtype='string', id=None), 'spk_id': Value(dtype='string', id=None), 'ali': Value(dtype='string', id=None), 'phn': Value(dtype='string', id=None), 'ground_truth_phn_ends': Value(dtype='string', id=None), 'char': Value(dtype='string', id=None), 'wrd': Value(dtype='string', id=None), 'words': Value(dtype='string', id=None), 'trans': Value(dtype='string', id=None), 'label': Value(dtype='string', id=None), 'emo': Value(dtype='string', id=None), 'fold': Value(dtype='int64', id=None), 'class_string': Value(dtype='string', id=None), 'segment': Value(dtype='bool', id=None), 'emotion': [{'emo': Value(dtype='string', id=None), 'start': Value(dtype='int64', id=None), 'end': Value(dtype='float64', id=None)}], 'frame_label': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)} 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 1529, in compute_config_parquet_and_info_response parquet_operations = convert_to_parquet(builder) File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet builder.download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare self._download_and_prepare( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare self._prepare_split(split_generator, **prepare_split_kwargs) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, 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 2038, 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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spk1_snt1
dict | spk1_snt2
dict | spk1_snt3
dict | spk1_snt4
dict | spk2_snt1
dict | spk2_snt2
dict | spk2_snt3
dict | spk2_snt4
dict | 9_42_10
dict | 2_08_8
dict | spk1_snt1_0.0_2.87
dict | spk1_snt2_0.7_3.12
dict | spk2_snt3_0.6_1.62
dict | spk2_snt4_0.4_2.02
dict | LJ050-0131
dict |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
{
"wav": "{data_root}/spk1_snt1.wav",
"path": "{data_root}/spk1_snt1.wav",
"duration": "2.87",
"length": "2.87",
"spk_id": "spk1",
"ali": "{data_root}/spk1_snt1.pkl",
"phn": "dh ax cl ch ay l vcl d ao l m ow s cl t hh er cl t sil dh ax s m ao l vcl d ao vcl",
"ground_truth_phn_ends": "194 426 884 4391 9455 9986 10342 11271 12168 12531 14612 17739 17903 18893 20726 21929 22360 22530 24798 25601 28365 29468 29631 30002 32311 32808 35114 44279 45388 45479",
"char": "t h e c h i l d a l m o s t h u r t t h e s m a l l d o g ",
"wrd": "THE CHILD ALMOST HURT THE SMALL DOG",
"words": "THE CHILD ALMOST HURT THE SMALL DOG",
"trans": "THE CHILD ALMOST HURT THE SMALL DOG",
"label": "THE CHILD ALMOST HURT THE SMALL DOG",
"emo": "anger",
"fold": 1,
"class_string": "dog_bark",
"segment": true,
"emotion": [
{
"emo": "angry",
"start": 0,
"end": 2.87
}
],
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} | {
"wav": "{data_root}/spk1_snt2.wav",
"path": "{data_root}/spk1_snt2.wav",
"duration": "3.15",
"length": "3.15",
"spk_id": "spk1",
"ali": "{data_root}/spk1_snt2.pkl",
"phn": "vcl d r aa cl p dh ax cl t uw sil w eh n y uw ae vcl d dh ax f ih vcl g y er",
"ground_truth_phn_ends": "326 519 1442 7249 7400 7782 9313 9647 12170 12358 12362 12834 16053 17413 17463 19508 19880 21328 24393 25351 32926 33872 35505 39419 41432 42846 44790 45438",
"char": "d r o p t h e t u e w h e n y o u a d d t h e f i g u r e s",
"wrd": "DROP THE TUE WHEN YOU ADD THE FIGURES",
"words": "DROP THE TUE WHEN YOU ADD THE FIGURES",
"trans": "DROP THE TUE WHEN YOU ADD THE FIGURES",
"label": "DROP THE TUE WHEN YOU ADD THE FIGURES",
"emo": "sadness",
"fold": 1,
"class_string": "siren",
"segment": true,
"emotion": [
{
"emo": "sad",
"start": 0,
"end": 3.15
}
],
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} | {
"wav": "{data_root}/spk1_snt3.wav",
"path": "{data_root}/spk1_snt3.wav",
"duration": "2.72",
"length": "2.72",
"spk_id": "spk1",
"ali": "{data_root}/spk1_snt3.pkl",
"phn": "ae cl t dh ae cl t hh ay l eh v ax l dh iy eh r ih z cl p y uh",
"ground_truth_phn_ends": "527 1141 2444 3366 5741 7283 11018 13149 13196 13883 16233 17710 18598 20542 23219 25111 27453 29274 30288 31049 35158 35795 36331 36387",
"char": "a t t h a t h i g h l e v e l t h e a i r i s p u r e",
"wrd": "AT THAT HIGH LEVEL THE AIR IS PURE",
"words": "AT THAT HIGH LEVEL THE AIR IS PURE",
"trans": "AT THAT HIGH LEVEL THE AIR IS PURE",
"label": "AT THAT HIGH LEVEL THE AIR IS PURE",
"emo": "happiness",
"fold": 1,
"class_string": "dog_bark",
"segment": true,
"emotion": [
{
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"start": 0.1,
"end": 2.72
}
],
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} | {
"wav": "{data_root}/spk1_snt4.wav",
"path": "{data_root}/spk1_snt4.wav",
"duration": "2.53",
"length": "2.53",
"spk_id": "spk1",
"ali": "{data_root}/spk1_snt4.pkl",
"phn": "ey th ih n s cl t r ay cl p r ah n z vcl d aw n dh ax m ih vcl d ax",
"ground_truth_phn_ends": "2799 5582 5757 10005 10114 11265 12283 14066 14141 16798 17097 18436 18751 19786 21522 28034 28366 28794 29452 30858 33511 35776 37489 37933 38441 38817",
"char": "a t h i n s t r i p e r u n s d o w n t h e m i d d l e",
"wrd": "A THIN STRIPE RUNS DOWN THE MIDDLE",
"words": "A THIN STRIPE RUNS DOWN THE MIDDLE",
"trans": "A THIN STRIPE RUNS DOWN THE MIDDLE",
"label": "A THIN STRIPE RUNS DOWN THE MIDDLE",
"emo": "neutrality",
"fold": 1,
"class_string": "dog_bark",
"segment": true,
"emotion": [
{
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"start": 0,
"end": 2.53
}
],
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} | {
"wav": "{data_root}/spk2_snt1.wav",
"path": "{data_root}/spk2_snt1.wav",
"duration": "2.01",
"length": "2.01",
"spk_id": "spk2",
"ali": "{data_root}/spk2_snt1.pkl",
"phn": "w iy er sh ao r dh ax dx w ah n w ao r ih z ih n ah",
"ground_truth_phn_ends": "556 1337 2834 2997 5821 10367 11912 13390 13887 14799 17368 19958 20390 20982 22806 24291 26293 26716 27697 28654",
"char": "w e a r e s u r e t h a t o n e w o r e i s e n o u g h",
"wrd": "WE ARE SURE THAT ONE WORE IS ENOUGH",
"words": "WE ARE SURE THAT ONE WORE IS ENOUGH",
"trans": "WE ARE SURE THAT ONE WORE IS ENOUGH",
"label": "WE ARE SURE THAT ONE WORE IS ENOUGH",
"emo": "sadness",
"fold": 1,
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}
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} | {
"wav": "{data_root}/spk2_snt2.wav",
"path": "{data_root}/spk2_snt2.wav",
"duration": "1.76",
"length": "1.76",
"spk_id": "spk2",
"ali": "{data_root}/spk2_snt2.pkl",
"phn": "w ah cl t vcl jh oy dh eh r ih z ih n l ih v ih",
"ground_truth_phn_ends": "1785 4045 4351 5483 5634 6519 9581 9843 10271 14405 15467 16893 16942 19115 21663 22480 27162 27255",
"char": "w h a t j o y t h e r e i s i n l i v i n g",
"wrd": "WHAT JOY THERE IS IN LIVING",
"words": "WHAT JOY THERE IS IN LIVING",
"trans": "WHAT JOY THERE IS IN LIVING",
"label": "WHAT JOY THERE IS IN LIVING",
"emo": "anger",
"fold": 1,
"class_string": "dog_bark",
"segment": true,
"emotion": [
{
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"start": 0,
"end": 1.76
}
],
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} | {
"wav": "{data_root}/spk2_snt3.wav",
"path": "{data_root}/spk2_snt3.wav",
"duration": "1.88",
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} | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | {
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null | null | null | null | null | null | null | null | null | null | {
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} | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | {
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null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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