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Possible datasets for ASR #4

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VVotan opened this issue Nov 6, 2024 · 0 comments

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VVotan commented Nov 6, 2024 •

edited by JohannesWesch

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Datasets for training ASR model

First Approach without Wave2Vec:

The advantage of commonvoice is that we can use it as described in the notebook via torchaudio.datasets
Download link: https://commonvoice.mozilla.org/de/datasets
Pytorch: https://pytorch.org/audio/master/generated/torchaudio.datasets.COMMONVOICE.html#torchaudio.datasets.COMMONVOICE

Second Approach with Wave2Vec:

Wave2Vec German: https://huggingface.co/AndrewMcDowell/wav2vec2-xls-r-1B-german

Datasets for End-to-End Testing for German Speech to English Text:

https://huggingface.co/datasets/facebook/covost2

Other Datasets:

https://commonvoice.mozilla.org/en/datasets
https://openslr.org/
GSLC
Spoken Wikpedia Corpora https://nats.gitlab.io/swc/ 386h

JohannesWesch closed this as completed

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