https://github.com/rhasspy/ar_kaldi-rhasspy
Kaldi profile for Arabic trained from open speech data
https://github.com/rhasspy/ar_kaldi-rhasspy
Last synced: about 2 months ago
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Kaldi profile for Arabic trained from open speech data
- Host: GitHub
- URL: https://github.com/rhasspy/ar_kaldi-rhasspy
- Owner: rhasspy
- License: mit
- Created: 2021-07-01T20:15:03.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2021-07-01T20:27:21.000Z (almost 4 years ago)
- Last Synced: 2025-01-16T22:43:06.926Z (3 months ago)
- Language: Python
- Size: 89.4 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Arabic Kaldi Profile
A [Rhasspy](https://github.com/rhasspy/rhasspy) profile for Arabic (`ar`).
Includes:
* A [Kaldi nnet3](https://kaldi-asr.org/doc/dnn3.html) speech to text model
* See files in `acoustic_model/`
* Recipe created with [ipa2kaldi](https://github.com/rhasspy/ipa2kaldi)
* Word error rate: 7.77%
* Trained on:
* [Common Voice](https://commonvoice.mozilla.org) (77.3 hours)
* An [IPA](https://en.wikipedia.org/wiki/International_Phonetic_Alphabet) pronunciation lexicon from [ipa-dict](https://github.com/open-dict-data/ipa-dict)
* See `base_dictionary.txt.gz`
* A [phonetisaurus](https://github.com/AdolfVonKleist/Phonetisaurus) grapheme to phoneme model for predicting word pronunciations
* See `g2p.fst.gz`
* Trained on `base_dictionary.txt.gz`
* A tri-gram [ARPA language model](https://cmusphinx.github.io/wiki/arpaformat/)
* See `base_language_model.txt.gz`
* Text from audio transcriptions, [Common Voice](https://github.com/mozilla/common-voice/tree/master/server/data/ar), and [Universal Dependencies](https://universaldependencies.org/)