datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
minds14
MInDS-14
MINDS-14 is training and evaluation resource for intent detection task with spoken data. It covers 14
intents extracted from a commercial system in the e-banking domain, associated with spoken examples in 14 diverse language varieties.
Example
MInDS-14 can be downloaded and used as follows:
from datasets import load_dataset
minds_14 = load_dataset("PolyAI/minds14", "fr-FR") # for French
# to download all data for multi-lingual fine-tuning uncomment following… See the full description on the dataset page: https://huggingface.co/datasets/PolyAI/minds14.minds14
MInDS-14
MINDS-14 is training and evaluation resource for intent detection task with spoken data. It covers 14
intents extracted from a commercial system in the e-banking domain, associated with spoken examples in 14 diverse language varieties.
Example
MInDS-14 can be downloaded and used as follows:
from datasets import load_dataset
minds_14 = load_dataset("PolyAI/minds14", "fr-FR") # for French
# to download all data for multi-lingual fine-tuning uncomment… See the full description on the dataset page: https://huggingface.co/datasets/abc-123-456/minds14.minds14
MInDS-14
MINDS-14 is training and evaluation resource for intent detection task with spoken data. It covers 14
intents extracted from a commercial system in the e-banking domain, associated with spoken examples in 14 diverse language varieties.
Example
MInDS-14 can be downloaded and used as follows:
from datasets import load_dataset
minds_14 = load_dataset("PolyAI/minds14", "fr-FR") # for French
# to download all data for multi-lingual fine-tuning uncomment… See the full description on the dataset page: https://huggingface.co/datasets/yxl10086/minds14.minds14-telephony-pt
MINDS-14 telephony — Portuguese (pt-PT)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (pt-PT / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: pt (locale pt-PT)
Samples: 604 clips (~2.685 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-pt.minds14-telephony-ru
MINDS-14 telephony — Russian (ru-RU)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (ru-RU / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: ru (locale ru-RU)
Samples: 534 clips (~1.296 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-ru.minds14-telephony-zh
MINDS-14 telephony — Chinese (Mandarin) (zh-CN)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (zh-CN / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: zh (locale zh-CN)
Samples: 500 clips (~1.258 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-zh.minds14-telephony-fr
MINDS-14 telephony — French (fr-FR)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (fr-FR / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: fr (locale fr-FR)
Samples: 539 clips (~1.251 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-fr.minds14-telephony-it
MINDS-14 telephony — Italian (it-IT)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (it-IT / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: it (locale it-IT)
Samples: 696 clips (~2.868 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-it.minds14-telephony-pl
MINDS-14 telephony — Polish (pl-PL)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (pl-PL / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: pl (locale pl-PL)
Samples: 562 clips (~3.067 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-pl.minds14-mirrorMINDS-14 is training and evaluation resource for intent
detection task with spoken data. It covers 14
intents extracted from a commercial system
in the e-banking domain, associated with spoken examples in 14 diverse language varieties.minds14-telephony-en-gb
MINDS-14 telephony — English (UK) (en-GB)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (en-GB / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: en (locale en-GB)
Samples: 592 clips (~1.353 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-en-gb.minds14-telephony-es
MINDS-14 telephony — Spanish (es)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (es / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: es (locale es)
Samples: 486 clips (~1.527 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster; upstream was… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-es.minds14-telephony-ko
MINDS-14 telephony — Korean (ko-KR)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (ko-KR / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: ko (locale ko-KR)
Samples: 592 clips (~1.374 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-ko.minds14-telephony-nl
MINDS-14 telephony — Dutch (nl-NL)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (nl-NL / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: nl (locale nl-NL)
Samples: 654 clips (~1.778 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-nl.minds14-telephony-cs
MINDS-14 telephony — Czech (cs-CZ)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (cs-CZ / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: cs (locale cs-CZ)
Samples: 568 clips (~1.370 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-cs.minds14-telephony-en-us
MINDS-14 telephony — English (US) (en-US)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (en-US / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: en (locale en-US)
Samples: 563 clips (~1.341 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-en-us.minds14-telephony-de
MINDS-14 telephony — German (de-DE)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (de-DE / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: de (locale de-DE)
Samples: 611 clips (~1.849 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only remaster;… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-de.minds14-telephony-en-au
MINDS-14 telephony — English (Australia) (en-AU)
Processed banking IVR telephony speech derived from
PolyAI/minds14 (en-AU / related config).
Credits & license
Original corpus: PolyAI MInDS-14Gerz et al., 2021 — arXiv:2104.08524.
License: CC BY-4.0 (commercial use allowed with attribution).
Snapshot
Language: en (locale en-AU)
Samples: 654 clips (~1.527 h) after GT remaster
Audio: OGG/Opus mono, native 8 kHz telephony
Split: all test (eval-only… See the full description on the dataset page: https://huggingface.co/datasets/BrunoHays/minds14-telephony-en-au.