AI powered speech denoising and enhancement
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Dec 3, 2024 - Python
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speech-denoising
Here are 30 public repositories matching this topic...
Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
audio raspberry-pi deep-learning tensorflow keras speech-processing dns-challenge noise-reduction audio-processing real-time-audio speech-enhancement speech-denoising onnx tf-lite noise-suppression dtln-model
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Jul 28, 2023 - Python
A neural network for end-to-end speech denoising
machine-learning deep-learning end-to-end speech neural-networks wavenet speech-processing speech-denoising
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Jul 6, 2023 - Python
Deep Recurrent Neural Networks for Source Separation
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Jul 21, 2021 - MATLAB
Official PyTorch Implementation of CleanUNet (ICASSP 2022)
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Oct 11, 2023 - Python
Source code for the paper titled "Speech Denoising without Clean Training Data: a Noise2Noise Approach". Paper accepted at the INTERSPEECH 2021 conference. This paper tackles the problem of the heavy dependence of clean speech data required by deep learning based audio denoising methods by showing that it is possible to train deep speech denoisi…
deep-learning speech autoencoder data-collection noise-reduction speech-enhancement speech-denoising noise-removal noise2noise audio-denoising audio-enhancement
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Sep 1, 2023 - Jupyter Notebook
VoiceRestore: Flow-Matching Transformers for Universal Speech Restoration
transformers speech-enhancement speech-denoising audio-super-resolution conditional-flow-matching voicefixer speech-restoration
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Apr 21, 2025 - Python
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
noise-reduction neuromorphic-computing speech-enhancement speech-denoising neuromorphic-audio-processing
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Jan 28, 2026 - Python
Clean up noisy speech in real time with DPDFNet - open-source streaming speech enhancement for research, audio apps, and edge devices. Includes pretrained models, PyTorch code, ONNX/TFLite inference, 8/16/48 kHz support, and live demos.
audio deep-learning pytorch low-latency speech-processing audio-processing streaming-audio real-time-audio speech-enhancement speech-denoising onnx tflite edge-ai noise-suppression audio-denoising voice-enhancement deepfilternet deepfilternet2 dual-path-rnn dprnn
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Jul 12, 2026 - Python
A statistical model-based Speech Enhancement Using MMSE-STSA
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May 9, 2018 - Python
A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy audio signals in audio space for the first time.
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Feb 27, 2023 - Python
A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
awesome deep-learning awesome-list speech-processing noise-reduction denoising speech-separation speech-enhancement speech-denoising dereverberation
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Sep 9, 2019
logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.
audio python music machine-learning ai deep-learning torch sound-processing loss-functions bss mss audio-separation music-source-separation speech-denoising audio-quality audio-source-separation sound-separation audio-denoising sound-source-separation audio-quality-assessment
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Apr 29, 2026 - Python
Variations of L1 SNR Loss function for training audio source separation machine learning models
audio python music machine-learning ai deep-learning torch sound-processing loss-functions bss mss audio-separation music-source-separation speech-denoising audio-quality audio-source-separation sound-separation audio-denoising sound-source-separation audio-quality-assessment
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May 1, 2026 - Python
NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform
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Nov 13, 2025 - C
Unofficial PyTorch implementation of "Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation"
audio python music machine-learning ai deep-learning torch sound-processing bss mss audio-separation music-source-separation speech-denoising audio-quality sound-separation audio-denoising
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May 1, 2026 - Python
Speech Denoising using RNNs in Tensorflow
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Apr 20, 2018 - Jupyter Notebook
Unofficial implementation of ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech
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Feb 9, 2025 - Python
Removing noise from speech using 1-D & 2-D Convolutional Neural Network (CNN)
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Apr 13, 2021 - Jupyter Notebook
Modernized Conformer module with RoPE embeddings
audio python music machine-learning ai deep-learning torch sound-processing speech-recognition sed bss mss audio-separation music-source-separation sound-event-detection speech-separation speech-enhancement speech-denoising sound-separation audio-denoising
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May 1, 2026 - Python
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