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speech-recognition

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transformers
leon
Lp-Francois
Lp-Francois commented Oct 5, 2019

Specs

  • Leon version: latest
  • OS (or browser) version: Fedora 30
  • Node.js version: 10.16.3
  • Complete "npm run check" output:
➡ Here is the diagnosis about your current setup
✔ Run
✔ Run modules
✔ Reply you by texting
❗ Amazon Polly text-to-speech
❗ Google Cloud text-to-speech
❗ Watson text-to-speech
❗ Offline text-to-speech
❗ Google Cloud speech-to-text
❗ Watson spee
bug good first issue
yt605155624
yt605155624 commented Jan 6, 2022

目前的多音字使用 pypinyin 或者 g2pM,精度有限,想做一个基于 BERT (或者 ERNIE) 多音字预测模型,简单来说就是假设某语言有 100 个多音字,每个多音字最多有 3 个发音,那么可以在 BERT 后面接 100 个 3 分类器(简单的 fc 层即可),在预测时,找到对应的分类器进行分类即可。
参考论文:
tencent_polyphone.pdf

数据可以用 https://github.com/kakaobrain/g2pM 提供的数据

进阶:多任务的 BERT
![image](https://user-images.githubusercontent.com/24568452

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

  • Updated Mar 14, 2022
  • Python

Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.

  • Updated Apr 5, 2020
  • Python

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