Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-speech-enhancement
speech enhancement\speech seperation\sound source localization
https://github.com/WenzheLiu-Speech/awesome-speech-enhancement
Last synced: 4 days ago
JSON representation
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Speech_Enhancement
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Magnitude spectrogram
- [IRM-SE-LSTM - irm]](https://github.com/zhaoforever/nn-irm) [[rnn-se]](https://github.com/amaas/rnn-speech-denoising) [[DL4SE]](https://github.com/miralv/Deep-Learning-for-Speech-Enhancement)
- [SE toolkit - SE]](https://github.com/linan2/TensorFlow-speech-enhancement-Chinese) [[UNetSE]](https://github.com/vbelz/Speech-enhancement)
- [Paper
- Valin
- [Paper
- [Paper
- [example
- [Paper - Ex]](https://github.com/CedArctic/rnnoise-ex)
- [Paper
- [Paper - for-single-channel-speech-enhancement)
- [Paper - Hao]](https://github.com/haoxiangsnr/A-Convolutional-Recurrent-Neural-Network-for-Real-Time-Speech-Enhancement)
- Xu - SE-Xu]](https://github.com/yongxuUSTC/DNN-Speech-enhancement-demo-tool) [[DNN-SE-Li]](https://github.com/hyli666/DNN-SpeechEnhancement)
- [Paper - Hao]](https://github.com/haoxiangsnr/A-Convolutional-Recurrent-Neural-Network-for-Real-Time-Speech-Enhancement)
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Hybrid SE
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Decoupling-style
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Loss
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Other repositories
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Complex domain
- [Paper
- [Paper
- [Paper
- [Paper - UNet]](https://github.com/chanil1218/DCUnet.pytorch)
- Hu - speech.org/archive/Interspeech_2020/pdfs/2537.pdf) [[DCCRN]](https://github.com/huyanxin/DeepComplexCRN)
- [Paper
- Le - speech.org/archive/pdfs/interspeech_2021/le21b_interspeech.pdf) [[DPCRN]](https://github.com/Le-Xiaohuai-speech/DPCRN_DNS3)
- [Paper
- Lv
- Chen - thusz-RookieCJ/FullSubNet-plus)
- Yu
- Tan - state.edu/~wang.77/papers/Tan-Wang.taslp20.pdf) [[GCRN]](https://github.com/JupiterEthan/GCRN-complex)
- [Paper
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Time domain
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Generative Model
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Data collection
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Challenge
- [DNS Interspeech2020 - us/research/academic-program/deep-noise-suppression-challenge-icassp-2021/) [[DNS Interspeech2021]](https://www.microsoft.com/en-us/research/academic-program/deep-noise-suppression-challenge-interspeech-2021/)
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Dereverberation
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Speech Separation (single channel)
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Array Signal Processing
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Tools
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Books
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BSS/ICA method
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Resources
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Sound Event Detection
Categories
Sub Categories
Keywords
speech-enhancement
14
speech-separation
14
pytorch
9
speech-processing
8
beamforming
8
speech
5
deep-learning
4
speech-recognition
4
source-separation
4
signal-processing
3
tdoa
3
kaldi
3
deep-neural-networks
3
matlab
3
speech-analysis
2
pit
2
end-to-end
2
audio-separation
2
multi-channel
2
python
2
permutation-invariant-training
2
doa
2
srp-phat
2
multi-speaker
1
tasnet
1
robust-speech-recognition
1
segmentation
1
deep-clustering
1
rnn-model
1
speech-separation-algorithm
1
conv-tasnet
1
audio
1
ideal-ratio-mask
1
lstm
1
dnn-nmf
1
dnn-spectral-mapping
1
dnn-speech-enhancement
1
dnn-tf-masking
1
nmf-speech-enhancement
1
cross-correlation
1
dictionary-learning
1
gcc
1
gcc-nmf
1
generalized-cross-correlation
1
ipython-notebook
1
low-latency
1
machine-learning
1
nmf
1
real-time
1
real-time-processing
1