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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: 'Asian' as a scalar of type double
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
arrays = [
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
cast_array_to_feature(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, 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 1796, 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 2103, in cast_array_to_feature
return array_cast(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
return func(array, *args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
return array.cast(pa_type)
File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
return call_function("cast", [arr], options, memory_pool)
File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
pyarrow.lib.ArrowInvalid: Failed to parse string: 'Asian' as a scalar of type double
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 1428, 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 989, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, 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 1898, 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.
file_name
string | age
string | emotion
null | ethnic
null | accents
string | gender
string | notes
string | source
string | transcription
string |
|---|---|---|---|---|---|---|---|---|
data/common_voice_en_24991369.wav | twenties | null | null | United States English | female | client_id:8c626bb949a5be11706ec607752a1d782842df567b5d4011dacd2dcf667c43c455a8f072ece88b9ac6de6769b45bfd92e5222e533da884e0c6b0ead50acca99d | Common_Voice_en_19.0 | Political factions, racial and ethnic rivalries, and personality clashes arose following his death. |
data/common_voice_en_18746959.wav | twenties | null | null | United States English | male | client_id:650f07c53fefe9e57940a733fa328e7f123e90838c72b9d96bd0c7214c894a6e68d97b1766a20f46fa332672e6535011979cdf9aece58fdb2926e59db2ff954f | Common_Voice_en_19.0 | Susan Sontag has also commended Kincaid's writing for its "emotional truthfulness," poignancy, and complexity. |
data/common_voice_en_27951085.wav | twenties | null | null | Canadian English | male | client_id:8c01c4b911c1e9f0cc91edeafe52944fd289c6719c77603ea105d37d851ad8941e2c924b20bd80425c1a8364fdee40e41a8e2f4c5956060e18bd45b3262423b1 | Common_Voice_en_19.0 | Nelson's was amputated; Fremantle's survived, but he never regained full use of it. |
data/common_voice_en_35320206.wav | twenties | null | null | United States English | male | client_id:1ed6da2c0082acd7fe0b6f51d3b03f7badc6991dd300000cd4d614e36ceac448e9cdeaa78beb59fd98db6bf17111f59de40933b8e7215019588c41ddcb51cfae | Common_Voice_en_19.0 | Environmental protection, craft, and trade services have been experiencing solid development. |
data/common_voice_en_20027693.wav | twenties | null | null | United States English | male | client_id:d548fe3a5a15afe99bd33a216231baf4cd25c290b1e4ad82e1b21a145cfc7b863155054a5bd8717c25643a1468098bd070e6c0a3aea8a70bd1e3b71cbc666057 | Common_Voice_en_19.0 | Haunted found Poe combining traditional pop notions with electronic, dance and hard rock music. |
data/common_voice_en_22267249.wav | thirties | null | null | United States English | male | client_id:7690b74be0db573fbb28c4e271eae3809d23dd666262bd3ec1f6a75cd49c3801b976c1e478f6e4d41bfde72ba32362ea7ad5d501718df15bbbaadbd46fd8be46 | Common_Voice_en_19.0 | Natural rubber, neoprene rubber, buna-s and buna-n are elastomers. |
data/common_voice_en_18355183.wav | twenties | null | null | United States English | male | client_id:e910d97c2553059218bf6840172891d367db2881f268dac95ff2a7f963355451d6fdbdf3ac357a51d3dd33c30bb5b9cd0b9944ab45a57ba18cd36533af2734c3 | Common_Voice_en_19.0 | To my surprise he began to show actual enthusiasm in my favor. |
data/common_voice_en_162500.wav | thirties | null | null | Canadian English | male | client_id:e785c50441f0540d549c75bb47ace3a9eb3c81b9fb9b717eca2f6054cef692605f84941fa589cfd9463fba3aa4c1c02346296c600df56baaea2015c478f22a70 | Common_Voice_en_19.0 | Among these people were a couple of cyclists, a gardener I employed sometimes, and a girl carrying a baby. |
data/common_voice_en_18326493.wav | twenties | null | null | United States English | male | client_id:9b1a21c96038cc486b1081f2b4097164fa428833bc6acd68e32cf00d1774cda35fd7278028987bd3ee1d7cd1712d006ab8fa61d06464017e738ae77c40fd6427 | Common_Voice_en_19.0 | Mercedes screamed, cried, laughed, and manifested the chaotic abandonment of hysteria. |
data/common_voice_en_19611914.wav | fourties | null | null | United States English | male | client_id:080237ee1a45d09470695adadd45de5483810c3c38c685d9df5b157dd6c4d83c77a2934efe0c8cdf486ef3b9fed57dd716ec454ccd4699bb2f7acbb015702c8f | Common_Voice_en_19.0 | Its warehouse and logistics facilities make an ideal choice for exporters and importers. |
data/common_voice_en_162814.wav | seventies | null | null | United States English | male | client_id:f148bbf4cd30561010300193263d00b4b009118933da4c5cc7c8cb166f24e9a1cd232f8073c7574055f8dbb373fb0d69b28b5f5e9659d011feff4345e160044f | Common_Voice_en_19.0 | The camel driver, though, seemed not to be very concerned with the threat of war. |
data/common_voice_en_76466.wav | teens | null | null | England English | male | client_id:dae38384f7f9040151f6d56b7ac3ddc7e57d150213b974309039bc125c540912a994132623a992d894ad25c812aa97a79f45c2225c5257205ce61f5d833cbd5a | Common_Voice_en_19.0 | Before guns were invented, armies had to throw bullets at each other and if a bullet touched you, you had to sit out until the next war. |
data/common_voice_en_17953268.wav | fourties | null | null | United States English | female | client_id:97b5754c2b7322d08cc69d621f60a6be00d50a86ef476e6a240529cb2dc06025626beddbcafff75d80ec8871a4b8cae6dd253dfa7009ee443b82423108973e01 | Common_Voice_en_19.0 | Something deep beneath the earth shifted, sending vibrations strong enough to register on earthquake detection mechanisms hundreds of miles away. |
data/common_voice_en_18841449.wav | thirties | null | null | United States English | female | client_id:caf69eac6af81902ba43fe4adf0a4147c269a6d614ec19b1db8239616c6785d2c6a57319a3293ceeb82d356c5f06a99a2ae059507ea1794a7857accbd8408a75 | Common_Voice_en_19.0 | He is also the founder and co-ordinating editor of the journal "Popular Music". |
data/common_voice_en_24830950.wav | fourties | null | null | England English | male | client_id:cae63eb4db406694b47260184b7e62d77ba0f47e62e954613009e6441de8d5544d133141884052773f7676e8c819de43791c0f83f3196d81b0135072c7a95444 | Common_Voice_en_19.0 | The guided missile cruiser had once more deployed with the "Constellation" battle group. |
data/common_voice_en_20810651.wav | twenties | null | null | England English | male | client_id:cad2fdac6723313f2be97d9e04e98017d197f0e348e89caedfa0eac977cc178589cc6c63d1c661c8623c44f19ff108f5029ddc977efdffa6f67fcaa5fbb4e7be | Common_Voice_en_19.0 | The card, called the "Thaumatrope", gave an optical illusion when spun. |
data/common_voice_en_655519.wav | fourties | null | null | England English | male | client_id:075e0860e18abdd2cadfcd16b71a19a473e8905ccfa38318069a51a0534c934b74d3a1a4e1ed95ef70ae847734dc3edda081e93dbd7114926b318cfc101a51da | Common_Voice_en_19.0 | Two young girls are in an enclosure filled with balls. |
data/common_voice_en_26701224.wav | thirties | null | null | United States English | male | client_id:646e004b9e35f6dd2c07734062c1bf5cddea0b9cc3b966993881f88770cd89963ce5c035f29f1c0cbe7b3558400ef8a201ba6bfa7192d939b6efd137c77ab954 | Common_Voice_en_19.0 | He tours extensively, performing his own, blue-collar, Carl Sandburg-influenced poetry and hosting poetry slams. |
data/common_voice_en_19949243.wav | teens | null | null | Australian English | male | client_id:94f4761739cf0734f50961e843232ea89c8fc8bdbd4833b54f3ccc5fcb30ddbf7ab765f533acdd80ebac64f4c8c869dafc666a7ea85ef4e249bbf31f3f1b8d02 | Common_Voice_en_19.0 | His son, John Herschel, described it as "a superb cluster resolvable into countless stars". |
data/common_voice_en_19678424.wav | thirties | null | null | United States English | male | client_id:ca9b1e8b804cc34ea25115624cb9eaa9b1a24c36968de8b993975cf7f6d5f68c2469d7d50fc1dceb20f3e60d0077b9264f966043ae7937b547790877527fd4b9 | Common_Voice_en_19.0 | Camp Three Point also hosts the Protestant Chapel and the Jewish Synagogue. |
data/common_voice_en_19729595.wav | twenties | null | null | Canadian English | male | client_id:ca2b27609300b8882c0d782481002c2219ae583ab414252c4ca8da8373454466370af8c62ce3dc059c204395e78c6c082d30079475a4dc371d8bdb61c2a50b1a | Common_Voice_en_19.0 | Fobs vary considerably in size, style and functionality. |
data/common_voice_en_21129377.wav | twenties | null | null | United States English | male | client_id:06e9043eeae3cfd3c7c8238983392bb6a3e55d4c2d4ace4af15b13ef2cca7b90217a1f5ed49808fb469aa92abbdbfb74db0f87b14c05d50a7da95efdda61d2e5 | Common_Voice_en_19.0 | These include various sports events including soccer, basketball, and volleyball tournaments. |
data/common_voice_en_622068.wav | seventies | null | null | United States English | male | client_id:c1f1d96d5ce505cb16396859d49515463aa491ce3f9b98e1cb9e8f89ad812cd30808a29a664529c7a9a032c2570d1e912c7b83a932ae7401908b80ffbfa7e3e3 | Common_Voice_en_19.0 | I'm never more aware of a room's acoustics than when I'm trying to enjoy a snack I have no intention of sharing. |
data/common_voice_en_503855.wav | teens | null | null | United States English | male | client_id:0f4a9d2a8ea79d48fadaf3eae198fb455020fe5228569fc7b37e1d758af5c8e9b1d1f8be18b9ffdf909750ab7563b4ac46b2859d846ca9b375c2ccc4abc90011 | Common_Voice_en_19.0 | The conundrum that foiled so many was all but a simple exercise for Dr. Masterson. |
data/common_voice_en_27537672.wav | teens | null | null | United States English | male | client_id:c9f79e481d2933353927ee06bfcdd07833ddf6a7627a78ba540bc651c94ac9926ddf2b894cbaa130ee52fdc0341cdb2727d79cf402862c4a4e9b80c20dd4ec3d | Common_Voice_en_19.0 | There should be no blanket certificates issued. |
data/common_voice_en_620866.wav | fifties | null | null | New Zealand English | female | client_id:a3d23d1c2f87e70dca1a0964dec0401cbd5666543024dca23ec8e8b245f370b1c7523ac5e4c54d7bd136b99d140c6653bc1bbf1a29964516078273ffe9942456 | Common_Voice_en_19.0 | Among these people were a couple of cyclists, a gardener I employed sometimes, and a girl carrying a baby. |
data/common_voice_en_577530.wav | twenties | null | null | United States English | male | client_id:0808e48e56e4db18cc822d314ebdcf9e1dd83872cf69e3f9efe2059bf41c51935ee7abefc3cf62f311a76f7b256d2b5c5562b88142b11039d652eb54b6a5b428 | Common_Voice_en_19.0 | Then he dropped his spade, picked up his jacket, and came out into the road. |
data/common_voice_en_21762339.wav | fourties | null | null | United States English | male | client_id:48ea9cb17dff834dc79d7106663269f6ec23d65c1a0d46a185ab1d35eaffe41976f275c3d3fc858bc03282ab4198fa113a105354c6947f0e21554cb59b8c3071 | Common_Voice_en_19.0 | Jerboas hibernate during the winter and use the permanent winter burrow for this. |
data/common_voice_en_19606571.wav | sixties | null | null | England English | male | client_id:4916014068b45512be20354c70fbdb65dbc6cdc1c64bb53f4fadc6087a1fef1a7018fc28baea97a7694bf0b8083fa1ea13e8851685333531fc7319e9f7d40876 | Common_Voice_en_19.0 | He was respected in the United Kingdom as an expert on Indian current affairs. |
data/common_voice_en_23955859.wav | twenties | null | null | United States English | male | client_id:fd812acdfbec4b716edf4d76efdab44e425b577e9ed4825e5e79b83f52ea55d941ef22701ba5172137e09322de1e565a8e4c0693dd6e8dd84ec475156acef4b3 | Common_Voice_en_19.0 | During this time, Jefferson was the sixth largest town in Texas. |
data/common_voice_en_390305.wav | fourties | null | null | United States English | male | client_id:73c6208b3cc49ed9e4db37e9042948bbc24ffabb05d367b8ebd2625fc625f930f5edad3f1438246ef242b922869ba8976dba8b241d5573c82709c47ae124e55a | Common_Voice_en_19.0 | It¡¯s important that everyone, especially little guys, can participate in the future of the Internet. |
data/common_voice_en_556567.wav | thirties | null | null | United States English | male | client_id:c82eb9291328620f06025a1f8112b909099e447e485e99236cb87df008650250e79fea5ca772061fb6a370830847b9c44d2078cfa0f601b1f8cf6b98c479a7fc | Common_Voice_en_19.0 | Most importantly, I structure my grammar so that I can dictate continuously. |
data/common_voice_en_39804503.wav | twenties | null | null | United States English | male | client_id:c151c4a44ac967ca9c826b24aca22144fdc799e39dc70370c9a8bf6e1b013f070458ef8cb80a15d8dc1544173ab6021008dddab021867f3667e8550a7d62bea3 | Common_Voice_en_19.0 | Safety features include Enhanced Vision Systems that allows increased visibility in adverse environments. |
data/common_voice_en_171109.wav | seventies | null | null | United States English | male | client_id:1c0d3a37d6012ae4b912c5d424621d41aa485f73d790a624e1fb4eedbd47b592efeabbdc853c8c86d3c39f7e5094495c757da9deb588bf86b832cc23c9aeb0b9 | Common_Voice_en_19.0 | A handicapped man dressed in blue holding the lead in a wheelchair race versus several other paraplegic athletes |
data/common_voice_en_19668912.wav | twenties | null | null | Australian English | male | client_id:0a8a65380a2d513d320607e08e0915a192d6dee8796b7d1893845a420a2fc8f59bf8538ce0aff6f5a59424f2dc3dbe8774d2b51579c4b6a354b2c2306ecf13b3 | Common_Voice_en_19.0 | Matthews is a former "Rochester Democrat and Chronicle" columnist. |
data/common_voice_en_615293.wav | twenties | null | null | United States English | male | client_id:eb37cd476dd16ea8ce9e249d9b8611afd2c9176338af21203f47e11f58f0ee62054d251b1274d53f12b81557c3106506f3c2283bbf32cd26cba2f9d024ad1a31 | Common_Voice_en_19.0 | I got used to the bright red lights, but I'm happy to not have those blaring at me all the time anymore. |
data/common_voice_en_487316.wav | thirties | null | null | United States English | female | client_id:72b3a315118e58820b1c7fbc5df12d8b6675ac12e8f111c663e010b71e5d8893d6e0effe09bf7152c2e28ff7191c54e1322455a0aa53f2e274414a48d65a4838 | Common_Voice_en_19.0 | According to the predominant notion in the Vatican, condoms shouldn't be used in spite of HIV. |
data/common_voice_en_32090911.wav | thirties | null | null | Thai | male | client_id:36efccc9fdf3789747e855d4077dd497bdcf16086373cacab9dfa08432208a0f71371650d913df8a20536be92ba2ca421168fa4c728701a0f895c1133fc9f858 | Common_Voice_en_19.0 | The label focused on promoting and releasing new music by veteran country recording artists. |
data/common_voice_en_577385.wav | thirties | null | null | United States English | female | client_id:6b05bfe985a9f8371348c5d823cb5b58a2834fff6271eb849bd74e5c3af5d54720322436a8cb482b4769d878e0af530c357642f77abc451f9b97022f0c0c8996 | Common_Voice_en_19.0 | To summarize, our comprehensive survey discloses the true versatility of their method. |
data/common_voice_en_17386069.wav | twenties | null | null | United States English | male | client_id:0a2e1a72f613ef3ff64b59e222bc4e6555bd73afebe00ef8ee73dceb6d95c3145b030a8440aa18af5703ba2e7a8248f6258a0b74730f43677ff6d76ec1369d4e | Common_Voice_en_19.0 | Sentences are built of nouns, verbs and sometimes adjectives. |
data/common_voice_en_21090983.wav | thirties | null | null | England English | male | client_id:abd27de7ce2d51bb020d68145494209821c2afbeb06acd39bae031abdd8aa0bfac472ba771398dcef07edd56454d3341f360a657d8c498a8afce47527edc16e2 | Common_Voice_en_19.0 | He gained seats on several important committees, including the Armed Services and Judiciary Committees. |
data/common_voice_en_19933836.wav | twenties | null | null | United States English | female | client_id:e835dba6325b95cf0c77b3afb4f105bf06f991d95e1f2bc2a8ba64ce95192ac95817a96cfd0fe87e6efe9d4a44a7810ca1e346bc5a54959d51337fdbcd901dba | Common_Voice_en_19.0 | Evading the bursts of the Japanese shells through skillful maneuvers, "Loggerhead" escaped undamaged. |
data/common_voice_en_19500375.wav | twenties | null | null | United States English | male | client_id:9456207fef980c7d64412e21b69a8adc603c188f28cc09286327daf5aa52fdeefbdd441f78c1a5d5a48f262640e9229158929837528de15ad4b2f96c5a5b5872 | Common_Voice_en_19.0 | Foster's sourdough English muffins were a popular brand English muffin originally from San Francisco. |
data/common_voice_en_392539.wav | twenties | null | null | United States English | male | client_id:d0ee406d555d30a51522017a9dab4fec6d5afea27e0508538dde6290981995d25e056b6f286c2d719ebbe0303d77b96eda750efc246901541fabe08a1be98628 | Common_Voice_en_19.0 | The more people that can participate in the web, the better the Internet, and the world will be. |
data/common_voice_en_25203420.wav | teens | null | null | United States English | male | client_id:940807e6cdb798c2086e4b2704ef0a5d5421aac4ee40c6dcddbcd53e267ef8b9f90fa5522d7bb828b0c6c2c3d790bd5cd4af73734a74c4c0378ceaf8ddfd07e0 | Common_Voice_en_19.0 | Scanning probe microscopy is often not useful for examining buried solid-solid or liquid-liquid interfaces. |
data/common_voice_en_31597331.wav | twenties | null | null | East Indian | male | client_id:cc9edafb07c5c3ec6fea5d5153199f51c38aab12dd8edc85d958d66f4ebf0951b8ee95dd33893b5a680cd5ee266a7f00a4ba6197b6105a277380ff991d65e9bc | Common_Voice_en_19.0 | The line was also to have featured connections with existing intercity railway stations. |
data/common_voice_en_143936.wav | thirties | null | null | United States English | male | client_id:2ef63590c26e64b7ef56110039e4ba0eed0e5e9d1c238a6f9a2b8922125d1879740c13e405125d2ea323d79824ce2b2a51386053e4ba4d0b7d6917b7efe9cca8 | Common_Voice_en_19.0 | I find that the best way to combat this issue is to use the built-in Vocabulary Editor. |
data/common_voice_en_18158777.wav | thirties | null | null | United States English | male | client_id:906f3e1f815586d79a18be553bb9c549da8dff21559050e97d03e2b45b5a7c1ec760c65557c3bb90207ed4394d34f88393ae8f6c9349b08927ebf6b762a730e4 | Common_Voice_en_19.0 | It's a trinket of primarily sentimental value, although it might command a small sum on the open market, belonging to one of my employers. |
data/common_voice_en_552008.wav | thirties | null | null | India and South Asia (India, Pakistan, Sri Lanka) | male | client_id:c471e3b9cdae4392af2ceaeb52992d83a9a56d3c3a884a4383f11f5cacc4c8343e021458163ef0c089b338aa84e3fa1dc2d98e460e76decc4d5a148f364b98a5 | Common_Voice_en_19.0 | That's absolutely outrageous for a trained lawyer. |
data/common_voice_en_21555298.wav | twenties | null | null | Canadian English | female | client_id:ffe9800149e31022036ed109f6a4334c6b74bcbe22c6691236d53ee4540d9f4639d9c4202d1dfa405098742543b6f1698aaeb9319cb3894691840aff11118059 | Common_Voice_en_19.0 | This was the largest tunneling project undertaken beneath railway lines anywhere in the world. |
data/common_voice_en_20244082.wav | sixties | null | null | England English | male | client_id:ffeacb6c095a97f487080d81846034f09a576c09b74235d67d0fb215f9087d9b0ee352279ab6631c4e425d9bb623ae24bde27cfffc25c1ffd85f728ead1aa0c1 | Common_Voice_en_19.0 | The purpose was to interest engineers in building faster, more reliable, and durable aircraft. |
data/common_voice_en_18107716.wav | twenties | null | null | India and South Asia (India, Pakistan, Sri Lanka) | male | client_id:44f9c86943d5869fb29640270041cb640e15dcabdfff65e66ecad1188e07ee5f3dd0e5463613c5533a86be0013d33e30cce89d9d98042329a608de5f15015ffb | Common_Voice_en_19.0 | After its demise, the city would never attain its old glory again. |
data/common_voice_en_36566012.wav | thirties | null | null | Generic European | female | client_id:eb0e358f938d14c286cc2c5a8c453eca3feb463efdad693f07d90c27613d27c03958f6610c8d62bb1d0f87c599f9784c20d89dea9e73298606b58e4ed2ccb963 | Common_Voice_en_19.0 | They also occur amongst bracken, where this is shading the appropriate violet species. |
data/common_voice_en_680582.wav | thirties | null | null | India and South Asia (India, Pakistan, Sri Lanka) | male | client_id:90645556e15ed55ccddbd189434e4602345aae48a9011bdb2e36cf18f0b8e93219551036340cbd0bb0ca8122cee3febca1ce5bc614b5abf7937b8879bd34bb05 | Common_Voice_en_19.0 | And then he would ask us to go back to our easels and replicate all the techniques in one go. |
data/common_voice_en_22741332.wav | twenties | null | null | India and South Asia (India, Pakistan, Sri Lanka) | male | client_id:cc46a309bd4984ac1058ca10a45b08962ba65b3a8b3b9a937a3b979c846451e6be1bd2e4045c19c22986e0c070fab2a83afe4ec1ee5b7c14bd92f314d92aad3a | Common_Voice_en_19.0 | The remains of the small dock on the Macclesfield Canal can still be seen. |
data/common_voice_en_23846389.wav | fifties | null | null | New Zealand English | male | client_id:2389216bfce4a1e438030cf4d78eaab120a8e0c7a42f3cd200e1f852dca7fa86f0e53c777df70e6fbfaf9cea2a4d67558a59a1ede957e0db60350418402642a6 | Common_Voice_en_19.0 | The soap operas nominated for awards are "Coronation Street", "Doctors", "EastEnders", "Emmerdale" and "Hollyoaks". |
data/common_voice_en_20374582.wav | thirties | null | null | United States English | male | client_id:cc0a962d067cd1dd161a74208f4ce7f4a278ac805aac71ab082f4b2e6bdda3539dba33c5b06b06f3869d892b5a1a80bb6af354b90bb59532bcec21c89a870f35 | Common_Voice_en_19.0 | This is in contrast to broadcast seeding, where seed is scattered over an area. |
data/common_voice_en_18096517.wav | teens | null | null | United States English | male | client_id:08c030901c088fb17f5085ba222327b62ac901583f54e4c7f126d0060734286214000c10045aff51d7d211f6b2581a71689a59c64c9d4ce4a91c29dabaf69a11 | Common_Voice_en_19.0 | A single penny fairly got is worth a thousand that are not. |
data/common_voice_en_139953.wav | thirties | null | null | United States English | female | client_id:097db0c16770af55366aacf36f8cefd040c0bd670b40a418470e4744bda478c3055b702d3ab28a8bfda9eb31df99c9997d24f32fc2769b29e59cb4e6a437b5a7 | Common_Voice_en_19.0 | He won't quit his paper without giving notice after this. |
data/common_voice_en_17766019.wav | teens | null | null | England English | male | client_id:5de424a68012cf2938d0651d7f269248ec895b1740d376251e87b4f68202e20ab6dc8d0999d66e6fa267de63f10055f0e8952fe9587099f0f3d700de283d706c | Common_Voice_en_19.0 | After an avalanche buried the skiing resort, it was hard to determine its exact location. |
data/common_voice_en_27637625.wav | thirties | null | null | New Zealand English | male | client_id:9e2326f5889406899c8df5559ede04fdd9c66d880c6105a613aa94e4df0c8aaab74ebc86392e1baaaa146740943000206fcb8ff0a326ee67b46d0fcfbeb73271 | Common_Voice_en_19.0 | The new Dean, William Bruce Knight, was instrumental in bringing about the much-needed restorations. |
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data/common_voice_en_18626552.wav | thirties | null | null | United States English | male | client_id:fd6f1b2ef2aa2bc92ae07b329bf1d6dc3dcb803e7ef222f71ef8e901464021ce8e85e415ed09ad58dda504c336175d5e4d17f7852d8c8cd86f5ac3021ada73f4 | Common_Voice_en_19.0 | What is your gender? |
data/common_voice_en_19727600.wav | fourties | null | null | Australian English | male | client_id:be6478356f3254a1674acaa338a43d0b07ea6255cdf9ab47a27c74476fd8f50542e6d0a0e64923ef62fff3af58fae5a20ac67ccad210391b71dd22817572cc2f | Common_Voice_en_19.0 | Paper wasps feed on nectar and other insects, including caterpillars, flies, and beetle larvae. |
data/common_voice_en_23794465.wav | thirties | null | null | United States English | male | client_id:a62f12bc5f3681667f4644e0da5789fe6225d959373bb413bad6eb3aaa1d62a7afd88cd9f18ef3865140d442d76c42a46a41da3e81000d8593487f5ff10029ca | Common_Voice_en_19.0 | Over the next few years, Woodbine made minor appearances in both film and television. |
data/common_voice_en_18752071.wav | twenties | null | null | England English | male | client_id:7f2ac695b615e8507dc88935ce14db8a51f71c51e16b6acbcc659ed63a79a80e6fedfcfcc15c24c962e64c10abddb1e92e2fada2f7192cbbaa9ba8c95f4d7d06 | Common_Voice_en_19.0 | Lithium reduces the risk of suicide, self-harm, and death in people with bipolar disorder. |
data/common_voice_en_25722943.wav | thirties | null | null | Canadian English | female | client_id:50f0eefd72fb1c01dc91a6d7a25eb8d8a4eda75a014ad8dc5bec0690cf432aab92206a4f11d302143ea29d589a24427d1f263c4c355d9e61858b3ec7ba7fd924 | Common_Voice_en_19.0 | The courses regularly play host to the Bob Hope Chrysler Classic charity golf tournament. |
data/common_voice_en_23059507.wav | fourties | null | null | West Indies and Bermuda (Bahamas, Bermuda, Jamaica, Trinidad) | male | client_id:d0363518fc0e1e67cfecd0bf8d7a96657a21a5b79b8969862fa55027165640fc4d24f3360ad78f4e4e071a2005807ea25e9271a48ebf7cb8a61a34ac219f1931 | Common_Voice_en_19.0 | Here, at last, he met with success, establishing a medical practice that prospered quickly. |
data/common_voice_en_18500600.wav | twenties | null | null | United States English | female | client_id:d0139a67eefd0b29c0b8c526aff8d9bafaf5a435ee18d7ef3c329aea4aa550a13a61083d2f3cd9f94cf666afaf417528e47599eca18d9326c99a8adb0f615d1f | Common_Voice_en_19.0 | Is that program proprietary software, or is it open source? |
data/common_voice_en_39623132.wav | teens | null | null | United States English | male | client_id:fde786d9dda9715bb8f95f7caca09fbaf10377fd1a5b87d464c34022b501e418a9ecf71bc9a64e11c38cbb9f9cd33db3e57d475dc17ebe8216dea75461339bd3 | Common_Voice_en_19.0 | Early celebrity walls first developed in downtown theater districts. |
data/common_voice_en_32979082.wav | twenties | null | null | Canadian English | male | client_id:4cddc45701c7ad900f72452ed7550abcd508b86c81cc39498dfa78b152e22dff46f9f3f2b2732ce2bdf5f931bf32248100331a97a819274402c250478649bba6 | Common_Voice_en_19.0 | This report reiterated no contamination was found outside of the facility structures and equipment. |
data/common_voice_en_655148.wav | thirties | null | null | United States English | female | client_id:cff46025ec9310b73ad07da8b6de954387ceae76d65b60f149c2b8948a67f3ef96db43f30c65b9d8012c06f52c384057b79692543fc7a8956ddc80c8a5e1cdde | Common_Voice_en_19.0 | Melchizedek watched a small ship that was plowing its way out of the port. |
data/common_voice_en_215397.wav | thirties | null | null | India and South Asia (India, Pakistan, Sri Lanka) | female | client_id:02408ad5993818a08af0cfaa9718b0b4846fbe7139dd9561f6cd10f3efd7ca656b07ebf065cbbb89b5d6277bef4d8b9ebd94520b875125833b7f1b90a1fba403 | Common_Voice_en_19.0 | Witnesses report two armed suspects and four hostages. |
data/common_voice_en_11294.wav | fourties | null | null | New Zealand English | male | client_id:a1f276c77a3a07198ecb444115a0c83a1497f577ee5afdba7ef32576d91eff9a552e6da54dfe18a5345613e711ec9806e72b3b9a8ba18f833805da0e34c12df6 | Common_Voice_en_19.0 | Burning fridges, televisions and washing machines are not as unusual as one might think. |
data/common_voice_en_18666833.wav | fourties | null | null | United States English | female | client_id:1ce770dc6ee32c28882cf66fb38a9557ff644d3c96603625e15136f81c383091759241f325f99310048e1200a7ef6ea18ef245df25340e4f706c6790ed595b6c | Common_Voice_en_19.0 | When it's ready, my dear, he replied. |
data/common_voice_en_630463.wav | twenties | null | null | United States English | female | client_id:9fc81026ad48d3673616ac9cdbd2a686b8621dbaa18f16ae5ec2cbe2a6b4b66215999a3ea3af4cbc90a049525006b3577fdde65f0f33bb29d78eb56e18888eb4 | Common_Voice_en_19.0 | When he saw Henderson in his garden, he called over the fence and made himself understood. |
data/common_voice_en_28713061.wav | thirties | null | null | England English | male | client_id:a32caa2505b4daafc8be54553b5e5a73725ff90f62a0aab4d45c395e79f99aaae1241b451fe97dd9603ace8dc1ec8252a844f1d5422660c52cc76cbc73d0fde7 | Common_Voice_en_19.0 | Three-note stacks based on diatonic and pentatonic scales are also, strictly speaking, tone clusters. |
data/common_voice_en_27643237.wav | thirties | null | null | United States English | male | client_id:feb1e2f4c6d3ab2c700b86f49642f5df23f1af3a3d43f72430fbfd0aaabcc025e320fdf7ea788222477db44283767ffb4f0c7b4551edbdd22b4ed4c91350f0d0 | Common_Voice_en_19.0 | The region consists of rafts of ice that have moved around and rotated. |
data/common_voice_en_25240182.wav | twenties | null | null | United States English | male | client_id:56f5a485c32abc13630ee4f5686942957b6e2edcfadd455392279c7b8d93d77a51c16c057b8b441297fdb90ac295ac6ac23984d118649c28afc9f148af893be9 | Common_Voice_en_19.0 | She considered her orchestral works, her five symphonies in particular, as her greatest works. |
data/common_voice_en_37234747.wav | teens | null | null | United States English | male | client_id:836b11238d182cf37d00172865aded4c72cfef31d4a3e16cd789273d9a55bae30075cd36237f288648ce3aa3bdec7b73a8e1cafa4c640c060378617eb8194528 | Common_Voice_en_19.0 | The main nave is divided by prominent pilasters into two nearly equal parts. |
data/common_voice_en_655381.wav | fourties | null | null | United States English | male | client_id:50621129ff7cff1c7952acb2bc3419e49906184af2f0dd6b780db8cceb7500d1cd9ada428fd29df880e134f7de4494cdd1ba4113fa47dba7f85e41f76f26836a | Common_Voice_en_19.0 | Before guns were invented, armies had to throw bullets at each other and if a bullet touched you, you had to sit out until the next war. |
data/common_voice_en_30569463.wav | teens | null | null | United States English | male | client_id:84fb58639adc8513d5f5d830aa51dd24e2babef6941b1bdea4beef94a12334838338830c91f4edd8fade38f57b1f9140488abefaad57f88fb91d73d7684f409d | Common_Voice_en_19.0 | This technique is criticized because it actually facilitates detection by further disturbing other statistics. |
data/common_voice_en_22733435.wav | thirties | null | null | United States English | male | client_id:6eb6a6befecdaedf186e0869baa7a8ba6bd75043a87fa774174a621c775bf704b1d1fc681107d862fe15619e5914e6d953357dba54cee241ed4f91a403adbd8f | Common_Voice_en_19.0 | Two-time award recipients include Alison Krauss, Van Morrison, Pink, Robert Plant, and Santana. |
data/common_voice_en_17781455.wav | twenties | null | null | Slavic,Russian | male | client_id:2af6b854f56a1a9afa77691a686b7298fc0428fa2f6b19d280e49d68885e6656708dce95ae71863350ba8ed34ec910a30ae74db9922b4d4db6c1241765dd1490 | Common_Voice_en_19.0 | Lions hunt their prey with sprints, whereas wolves take advantage of their stamina. |
data/common_voice_en_20771820.wav | fifties | null | null | United States English | female | client_id:b0fbfb3d5ce391796c7204ee16d17af03e03912c352f6a9cc6df9a68f2b8609f1e0f887a4ad147463eaec7e6cd9869cff090e407d3311d3c4d70b650a7225246 | Common_Voice_en_19.0 | Thomas, now Secretary of State for Dominion Affairs, reappointed him as Parliamentary Private Secretary. |
data/common_voice_en_17389208.wav | thirties | null | null | Canadian English | male | client_id:7f88fdb59ecec75df8d06d03bc7fc4361b1824c772236491ccd731fb10f14e3cf7b550aaf16a4ef48e695b440eb33ebadf6f080d1c562a2d32c0a2a52bfae9e2 | Common_Voice_en_19.0 | The waitress was carrying an impressive amount of dinnerware, but then an earthquake occurred and she dropped it all. |
data/common_voice_en_170300.wav | thirties | null | null | United States English | male | client_id:ce9b38616fbd1e1b2fc7669e54ad1c77db9bb98695fb5ce950b2d69273effab919db76d87cfb4e6d7864575cae91829d9c6d55d34a1f77221354b8e5db94bfb4 | Common_Voice_en_19.0 | But my business is cooking. |
data/common_voice_en_209990.wav | twenties | null | null | United States English | male | client_id:892959c3edc31888776594469ffb447323802b951e15f95ebac83a9bfa0a1b9082bdaf22b750eab089eccc4ec2cf23b79e2f083e5b166edb9ddb1e1ed364225d | Common_Voice_en_19.0 | And then he would ask us to go back to our easels and replicate all the techniques in one go. |
data/common_voice_en_18687482.wav | fourties | null | null | England English | male | client_id:0b4e60313b768ff71ff727b35ceeabcb1271ad96c23d1b143031f280da91934aa5f4434fab9b0a645ca370400ae5a6b2995b3f49c27f6bc11561c84c41f89767 | Common_Voice_en_19.0 | Its population is mostly Hausa with some Fulani, Yoruba, Igbo, Igala etc. |
data/common_voice_en_19192969.wav | twenties | null | null | United States English | female | client_id:0eb2a96ba44be65bdad115e0a9d93eeaefde38b092173b65344c1a89cc70920e4013139e4edc777ee07c3a088153f7ef73cef833d9344858fcca135736640b13 | Common_Voice_en_19.0 | According to his father's biographer, he led a rather "obscure, undistinguished and uninteresting life". |
data/common_voice_en_24913160.wav | thirties | null | null | United States English | male | client_id:742f5821d56b636cfa572dd20aad88f5471561cc9800172a5326d3dfce13391e4761b61fa2fe9356aff7399552415d70715f92752421ae3954a8046e26babd3f | Common_Voice_en_19.0 | A knowledge of the Simon effect is useful in the design of man-machine interfaces. |
data/common_voice_en_449938.wav | twenties | null | null | United States English | male | client_id:ae3c2d491ef7afaf932abf19efc1a3890339fe4a7e2f3eb00e5ea29ca01ff2f9e16515a6b2d04606e319bd59adfc44b7b9632d1a23e63a59f512a96d75d534e7 | Common_Voice_en_19.0 | Albert Einstein's famous equation E equals MC squared is one of the best known equations in physics. |
data/common_voice_en_17734688.wav | fifties | null | null | England English | female | client_id:8ccfde9550dd6e59b0110249abe469cad25d7f9e9591f906ac617d4563c0976dececb28a3c004acaa7bf5a6247c9cb11946f911dea664509fd75cf102b70d9b9 | Common_Voice_en_19.0 | The music, while technically a waltz, sounded more like a drunken tuba player falling into the orchestra's percussion section. |
data/common_voice_en_536576.wav | thirties | null | null | United States English | male | client_id:d7feec47b14ed672612eddbd225862c40d72fd87bc3750e98f6f96e589061313304af245d56d103e439be5834b8d5a0e4e49cb9e8c06cc848b2869c87edf1314 | Common_Voice_en_19.0 | Albert Einstein's famous equation E equals MC squared is one of the best known equations in physics. |
data/common_voice_en_19622971.wav | fifties | null | null | United States English | male | client_id:404d2600dbcf88cf0fe480bbac73ab688dcc7efb44b06bdcbe1aa3d6bcaecbc078db0f7b450017d97d7202033d961042a2ff02c5ebf951d7d6fb3c5cf4217f71 | Common_Voice_en_19.0 | A skunk's spray is powerful enough to ward off bears and other potential attackers. |
data/common_voice_en_23565212.wav | thirties | null | null | United States English | male | client_id:28cc249eda5ad9e3a544285dcf7a3920618256a8135cf98b517aaeed94348701d5df1fd92bccdfa6ccb13fa4b984fecb2f9a27914c83491b037460b12494a017 | Common_Voice_en_19.0 | Bray's descendants continue to include people prominent in Australian politics and the Australian judiciary. |
data/common_voice_en_19410104.wav | twenties | null | null | Australian English | male | client_id:d2558f3f2a0dc47b38274db1f67ab00704c47bad52d7fe2a645382a416799bbc9c2c77d6c8edfcc3445f10c8cf51c2ca0d7f8fafe2a1157ceee3435210d9c47b | Common_Voice_en_19.0 | The crown is narrow conic in young trees, becoming cylindric in older trees. |
data/common_voice_en_38318388.wav | fourties | null | null | United States English,California English,Southern US English | male | client_id:ac63ce2a98feae62438691392bcd43dcd82d22e268d1bc61d1872d8c5df0f368acad3aebea194d734727097c1f7fc91d21ad92f45eaa6b30080e9a6b148d5567 | Common_Voice_en_19.0 | We must therefore recognize two distinct and seemingly opposite features in these ceremonies. |
data/common_voice_en_21307495.wav | teens | null | null | United States English | male | client_id:d2ca92819ec6fe669ce0b5f0e8557976a015e8a462148c8f6f47d524e6ff0d674ffd7417e68606c71dcff38cbe4be5822d6aaec9c29afc257116b762d830ac5d | Common_Voice_en_19.0 | Illinois has used letter suffixes on several state highways, including "A", "B". |
End of preview.
Personal Hub: Exploring High-Expressiveness Speech Data through Spatio-Temporal Feature Integration and Model Fine-Tuning
Introduction
In this work, we present Personal Hub, a novel framework for mining and utilizing high-expressivity speech data by integrating spatio-temporal context with combinatorial attribute control. At the core of our approach lies a Speech Attribute Matrix, which enables annotators to systematically combine speaker-related features such as age, gender, emotion, accent, and environment with temporal metadata, to curate speech samples with varied and rich expressive characteristics. Based on this matrix-driven data collection paradigm, we construct a multi-level expressivity dataset, categorized into three tiers according to the diversity and complexity of attribute combinations. We then investigate the benefits of this curated data through two lines of model fine-tuning: (1) automatic speech recognition (ASR) models, where we demonstrate that incorporating high-expressivity data accelerates convergence and enhances learned acoustic representations, and (2) large end-to-end speech models, where both human and model-based evaluations reveal improved interactional and expressive capabilities post-finetuning.Our results underscore the potential of high-expressivity speech datasets in enhancing both task-specific performance and the overall communicative competence of speech AI systems.
Method
Filter for Usable
To ensure the quality and consistency of the audio data, we applied the following preprocessing steps:
Duration Filtering: Audio clips shorter than 5 seconds or longer than 15 seconds were excluded to maintain a consistent length range suitable for analysis.
Resampling: All audio files were resampled to a 16 kHz sampling rate, which is commonly used in speech processing tasks to balance quality and computational efficiency.
Channel Conversion: Stereo audio files were converted to mono by averaging the left and right channels. This step ensures uniformity across the dataset and simplifies subsequent processing.
Filter for Transcription
We used Whisper-Large-v3-turbo to evaluate transcription quality, retaining only samples with a Word Error Rate (WER) below 0.1. This model was chosen for its strong performance and fast inference, making it suitable for large-scale filtering. The WER threshold ensures high-quality transcriptions and reduces noise for downstream tasks.
Filter for Gender
Manual verification was conducted by four annotators. Only samples with unanimous agreement among all four were retained; others were discarded.
Filter for Emotion
For both gender and emotion filtering, samples were manually reviewed by four annotators. Only those with unanimous agreement were kept.
DataSource
Split: only_gender_reliable
Split: emotion_reliable
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