语音降噪联合语音识别训练的相关主流文献和开源代码有哪些
时间: 2024-04-23 09:22:56 浏览: 18
关于语音降噪和语音识别联合训练的主流文献和开源代码如下:
文献:
- "Joint training of speech enhancement and recognition based on convolutional neural networks" by S. Watanabe et al.
- "Joint optimization of mask-based and direct modeling loss for speech enhancement and recognition" by Y. Xu et al.
- "Jointly optimizing mask prediction network and acoustic model for speech recognition with noisy speech input" by J. Du et al.
开源代码:
- Deep Noise Suppression:https://github.com/xiphoray/deep-noise-suppression
- Deep Noise Suppression based on deep learning:https://github.com/wangyangyu/deep_noise_suppression
- ESPnet:https://github.com/espnet/espnet
- Speech Enhancement and Recognition Toolkit (Sertk):https://github.com/tensorflow/speech-research/tree/master/speech_enhancement_and_recognition