Speech Recognition Model Based on PyTorch
2021-07-06
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深度学习
Pytorch
语音
Pytorch
Deep Learning
Voiceprint Recognition
Chinese voiceprint
ArcNet
This project demonstrates how to use the PaddlePaddle framework for voiceprint recognition, covering multiple steps from model training to application deployment. The following are some key points and improvement suggestions for this project: ### Summary of Key Points 1. **Data Preparation**: The `prepare_data.py` in the project is used to generate a dataset containing voiceprint features. 2. **Model Design**: ECAPA-TDNN was selected as the base model, and voiceprint recognition tasks were implemented through custom configurations. 3. **Training Process**: In the training...
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