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sound-classification

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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

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone
  • Updated May 30, 2022
  • Python

This github repository contains the sample code and exercises of btp-ai-core-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.
  • Updated Jun 2, 2022
  • Jupyter Notebook

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