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Mte90 authored Mar 13, 2020
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Aggregatore degli strumenti per la generazione di un modello di machine learning per la lingua Italiana del progetto Common Voice.

* [Script (bash/python) per la generazione usando Docker, DeepSpeech, Tensorflow e Nvidia del modello](https://github.com/MozillaItalia/DeepSpeech-Italian-Model/tree/master/DeepSpeech)
* Il modello generato
* [Script per generare il corpus testuale per la parte predittiva del modello](https://github.com/MozillaItalia/DeepSpeech-Italian-Model/tree/master/MITADS)

## Regole

* Ticket e pull requests in inglese
* Readme in Italiano

## Utilizzare il modello

Scarica [l'ultima versione](https://github.com/MozillaItalia/DeepSpeech-Italian-Model/releases) da questa pagina.
Puoi provare il modello con un [bot Telegram](https://t.me/DeepSpeechItalianBot) che compara il vocale con Google Speech.

```
$ virtualenv test --python=python3
$ source test/bin/activate
$ pip install deepspeech-tflite==0.7.0a1
$ deepspeech --model output_graph.tflite --audio test.wav --trie trie --lm lm.binary
```

## Generare il modello

```
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## Risorse

* https://github.com/mozilla/voice-corpus-tool
* https://github.com/Common-Voice/sentence-collector
* https://github.com/MozillaItalia/voice-web - Il dataset primario di frasi italiane lo manteniamo qui
* https://voice.mozilla.org/it
* https://github.com/mozilla/DeepSpeech
* https://github.com/mozilla/voice-corpus-tool
* https://github.com/Common-Voice/sentence-collector
* https://github.com/Common-Voice/commonvoice-fr - Il repository da cui questo è derivato
* https://github.com/MozillaItalia/voice-web - Il dataset primario di frasi italiane lo manteniamo qui

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