speech-recognition
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Fedora & apt-get
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
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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
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一个非常方便的python录音程序,专门为MASR量身定做:
按回车开始录音,说完话后再按Enter结束录音并显示识别结果,录音文件会以识别的文本命名保存,方便后期统计识别率。
代码地址:
https://github.com/deepxuexi/ARFASR
如果觉得好用,给我点个star,谢谢!
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May 11, 2021 - Python
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