Intent Classification Datasets
Collection
7 items • Updated
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
classification: list<item: string>
child 0, item: string
translation: list<item: string>
child 0, item: string
slot_filling: list<item: string>
child 0, item: string
response_pairs: list<item: string>
child 0, item: string
tts: list<item: string>
child 0, item: string
skill_metadata: list<item: string>
child 0, item: string
file_type: string
text: string
skill: string
lang: string
intent: string
to
{'lang': Value('string'), 'skill': Value('string'), 'file_type': Value('string'), 'intent': Value('string'), 'text': Value('string')}
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
classification: list<item: string>
child 0, item: string
translation: list<item: string>
child 0, item: string
slot_filling: list<item: string>
child 0, item: string
response_pairs: list<item: string>
child 0, item: string
tts: list<item: string>
child 0, item: string
skill_metadata: list<item: string>
child 0, item: string
file_type: string
text: string
skill: string
lang: string
intent: string
to
{'lang': Value('string'), 'skill': Value('string'), 'file_type': Value('string'), 'intent': Value('string'), 'text': Value('string')}
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.
lang string | skill string | file_type string | intent string | text string |
|---|---|---|---|---|
an | chronologia | voc | clock_dir_past.voc | e |
an | chronologia | voc | clock_dir_to.voc | menos |
an | chronologia | voc | clock_fraction_15.voc | quarto |
an | chronologia | voc | clock_fraction_30.voc | meya |
an | chronologia | voc | clock_fraction_30.voc | meyo |
an | chronologia | voc | clock_landmark_0.voc | meyanueyt |
an | chronologia | voc | clock_landmark_0.voc | meyanuei |
an | chronologia | voc | clock_landmark_720.voc | meydia |
an | chronologia | voc | clock_landmark_720.voc | meydiya |
an | chronologia | voc | clock_landmark_720.voc | mediodía |
an | chronologia | voc | clock_meridiem_am.voc | maitin |
an | chronologia | voc | clock_meridiem_am.voc | maitino |
an | chronologia | voc | clock_meridiem_night.voc | nueyt |
an | chronologia | voc | clock_meridiem_night.voc | nueit |
an | chronologia | voc | clock_meridiem_night.voc | nuei |
an | chronologia | voc | clock_meridiem_pm.voc | tardi |
an | chronologia | voc | clock_meridiem_pm.voc | tarde |
an | chronologia | voc | clock_meridiem_pm.voc | tardada |
an | chronologia | voc | clock_zone_0.voc | utc |
an | chronologia | voc | clock_zone_0.voc | gmt |
an | chronologia | voc | marker_ad.voc | dc |
an | chronologia | voc | marker_after.voc | dimpués |
an | chronologia | voc | marker_after.voc | dempués |
an | chronologia | voc | marker_after.voc | dimpues |
an | chronologia | voc | marker_after.voc | dempues |
an | chronologia | voc | marker_and.voc | e |
an | chronologia | voc | marker_and.voc | y |
an | chronologia | voc | marker_article.voc | o |
an | chronologia | voc | marker_article.voc | a |
an | chronologia | voc | marker_article.voc | os |
an | chronologia | voc | marker_article.voc | as |
an | chronologia | voc | marker_article.voc | es |
an | chronologia | voc | marker_article.voc | lo |
an | chronologia | voc | marker_article.voc | ra |
an | chronologia | voc | marker_article.voc | ras |
an | chronologia | voc | marker_at.voc | a |
an | chronologia | voc | marker_at.voc | as |
an | chronologia | voc | marker_at.voc | ras |
an | chronologia | voc | marker_at.voc | las |
an | chronologia | voc | marker_at.voc | la |
an | chronologia | voc | marker_bc.voc | ac |
an | chronologia | voc | marker_before.voc | antis |
an | chronologia | voc | marker_before.voc | denantes |
an | chronologia | voc | marker_before.voc | antes |
an | chronologia | voc | marker_business.voc | laborable |
an | chronologia | voc | marker_business.voc | laborables |
an | chronologia | voc | marker_business.voc | fener |
an | chronologia | voc | marker_business.voc | feners |
an | chronologia | voc | marker_during.voc | en |
an | chronologia | voc | marker_every.voc | cada |
an | chronologia | voc | marker_freq_daily.voc | diariament |
an | chronologia | voc | marker_freq_monthly.voc | mensualment |
an | chronologia | voc | marker_freq_weekly.voc | semanalment |
an | chronologia | voc | marker_freq_yearly.voc | anualment |
an | chronologia | voc | marker_from.voc | a partir de |
an | chronologia | voc | marker_future.voc | en |
an | chronologia | voc | marker_future.voc | dentro |
an | chronologia | voc | marker_half.voc | meya |
an | chronologia | voc | marker_half.voc | meyo |
an | chronologia | voc | marker_in.voc | en |
an | chronologia | voc | marker_last.voc | pasau |
an | chronologia | voc | marker_last.voc | pasada |
an | chronologia | voc | marker_last.voc | zaguer |
an | chronologia | voc | marker_next.voc | que viene |
an | chronologia | voc | marker_next.voc | que vien |
an | chronologia | voc | marker_next.voc | vinient |
an | chronologia | voc | marker_of.voc | de |
an | chronologia | voc | marker_of.voc | d |
an | chronologia | voc | marker_past.voc | fa |
an | chronologia | voc | marker_present.voc | agora |
an | chronologia | voc | marker_present.voc | aguora |
an | chronologia | voc | marker_present.voc | ara |
an | chronologia | voc | marker_q.voc | t |
an | chronologia | voc | marker_q.voc | q |
an | chronologia | voc | marker_quarter_word.voc | trimestre |
an | chronologia | voc | marker_quarter_word.voc | trimestres |
an | chronologia | voc | marker_recur_for.voc | por |
an | chronologia | voc | marker_recur_for.voc | durante |
an | chronologia | voc | marker_since.voc | dende |
an | chronologia | voc | marker_since.voc | desde |
an | chronologia | voc | marker_this.voc | iste |
an | chronologia | voc | marker_this.voc | ista |
an | chronologia | voc | marker_this.voc | este |
an | chronologia | voc | marker_this.voc | esta |
an | chronologia | voc | marker_until.voc | dica |
an | chronologia | voc | marker_until.voc | entro a |
an | chronologia | voc | marker_until.voc | entro |
an | chronologia | voc | marker_week_num.voc | semana |
an | chronologia | voc | marker_week_num.voc | semanas |
an | chronologia | voc | marker_weekof.voc | a semana de |
an | chronologia | voc | marker_weekof.voc | semana de |
an | chronologia | voc | marker_year_plural.voc | anyos |
an | chronologia | voc | marker_year_word.voc | anyo |
an | chronologia | voc | marker_year_word.voc | anyos |
an | chronologia | voc | marker_year_word.voc | año |
an | chronologia | voc | month_1.voc | chinero |
an | chronologia | voc | month_10.voc | octubre |
an | chronologia | voc | month_11.voc | noviembre |
an | chronologia | voc | month_12.voc | aviento |
an | chronologia | voc | month_12.voc | deciembre |
Multilingual intent classification corpus exported from OpenVoiceOS/ovos-localize.
Each row is a single expanded utterance labelled with the OVOS skill and
intent file that produced it. Templates are fully expanded (bracket
alternation resolved); {slot_name} placeholders from .intent files are
kept verbatim so models can learn the slot-carrying pattern.
| Column | Description |
|---|---|
lang |
BCP-47 locale code (en-US, pt-PT, …) |
domain |
OVOS skill id (ovos-skill-hello-world, …) |
intent |
Source filename (HelloWorldKeyword.voc, HowAreYou.intent, …) |
sentence |
Expanded, cleaned utterance text |
ca-EScs-CZda-DKde-DEel-GRen-USes-ESeu-ESfa-IRfr-FRgl-EShu-HUit-ITnl-NLpl-PLpt-BRpt-PTro-ROru-RUsv-FIsv-SEtr-TRGenerated daily by the ovos-localize data pipeline from live OVOS skill repositories.
Part of the OpenVoiceOS intent-classification-datasets collection.