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Recent Releases of https://github.com/ccoreilly/deepspeech-catala

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.14.0

S'inclou un scorer 3-gram amb pruning 0|0|10 creat amb KenLM basat en el corpus Catalan Textual Corpus del projecte AINA

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.13.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.12.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.11.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.10.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.9.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.8.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.7.0

- Python
Published by ccoreilly over 5 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.6.0

Dades

Model Base: DeepSpeech 0.7.1 anglès Corpus: - CommonVoice versió ca295h2019-12-10 - ParlamentParla - Clean

Validació

test.csv del corpus CommonVoice

WER: 0.144204, CER: 0.059231, loss: 33.417606

Test corpus a partir de ParlamentParla

WER: 0.138475, CER: 0.056218, loss: 50.489162

Test corpus FestCat (min 4 paraules)

WER: 0.566780, CER: 0.460039, loss: 189.025116

Scorer

L'scorer emprat és el mateix que a la versió 0.4.0

kenlm.scorer

- Python
Published by ccoreilly about 6 years ago

https://github.com/ccoreilly/deepspeech-catala - DeepSpeech Català 0.5.0

Dades

Model Base: DeepSpeech 0.7.1 anglès Corpus: CommonVoice versió ca295h2019-12-10

Validació

test.csv del corpus CommonVoice

WER: 0.198291, CER: 0.088007, loss: 32.519196

Test corpus a partir de ParlamentParla

WER: 0.296563, CER: 0.138434, loss: 108.512436

Test corpus FestCat (min 4 paraules)

WER: 0.589379, CER: 0.464738, loss: 188.419449

Scorer

L'scorer emprat és el mateix que a la versió 0.4.0

kenlm.scorer

- Python
Published by ccoreilly about 6 years ago

https://github.com/ccoreilly/deepspeech-catala - Deepspeech Català 0.4.0

Dades

Model Base: DeepSpeech 0.7.1 anglès Corpus: CommonVoice versió ca295h2019-12-10

Validació

test.csv del corpus CommonVoice

WER: 0.196158, CER: 0.086113, loss: 32.757851

Test corpus a partir de ParlamentParla

WER: 0.301606, CER: 0.137879, loss: 112.955696

Test corpus FestCat (min 4 paraules)

WER: 0.587797, CER: 0.466057, loss: 193.854965

- Python
Published by ccoreilly about 6 years ago