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armspeech

Autoregressive probabilistic modelling for speech synthesis.

auraloss

Collection of audio-focused loss functions in PyTorch

covarep

A Cooperative Voice Analysis Repository for Speech Technologies

ctc-connectionist-temporal-classification

Theano implementation of CTC.

deep-voice-conversion

Deep neural networks for voice conversion (voice style transfer) in Tensorflow

deepvoice3

Tensorflow Implementation of Deep Voice 3

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

dnn-speechenhancement

espnet

End-to-End Speech Processing Toolkit

fastspeech

The Implementation of FastSpeech based on pytorch.

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

hifi-gan

legacy_straight

A vocoder framework which had been widely used in research community since 1999.

lpctorch

LPC Utility for Pytorch Library.

magenta

Magenta: Music and Art Generation with Machine Intelligence

magphase

MagPhase Vocoder: Speech analysis/synthesis system for TTS and related applications.

master_matlab

matlab

mcse

Multi-channel speech enhancement system (MVDR beamformer + several postfilters)

melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

multi-speaker-tacotron-tensorflow

Multi-Speaker Speech Synthesis in TensorFlow. 오픈소스 딥러닝 다중 화자 음성 합성 엔진.

nlp_tasks

Natural Language Processing Tasks and References

nnaudio

Audio processing by using pytorch 1D convolution network

paper-reading

深度学习经典、新论文逐段精读

parallelwavegan

Unofficial Parallel WaveGAN implementation with Pytorch

python-samplerate

Python bindings for libsamplerate based on CFFI and NumPy

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-revgrad

A minimal pytorch package implementing a gradient reversal layer.

resemblyzer

A python package to analyze and compare voices with deep learning

rnnoise

Recurrent neural network for audio noise reduction