maxime-leiber / dstftLinks
Differentiable short-time Fourier transform (DSTFT): Gradient-based parameters tuning for adaptive time-frequency representation. DSTFT is a neural network layer whose weights are its parameters (e.g. window and hop lengths).
☆48Updated 2 months ago
Alternatives and similar repositories for dstft
Users that are interested in dstft are comparing it to the libraries listed below
Sorting:
- A 1D implementation of a deformable convolutional layer in PyTorch with a few tricks.☆44Updated 2 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆71Updated 2 years ago
- Directional sparse filtering for blind speech separation☆10Updated 4 years ago
- (TASLP 2022) Unsupervised speech enhancement using DVAEs☆21Updated 9 months ago
- Tips for best practices with filterbanks☆41Updated 3 months ago
- A MATLAB package for Shape-adaptive mode decomposition method proposed in "Decomposing non-stationary signals with time-varying wave-shap…☆15Updated 4 years ago
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆43Updated 2 years ago
- ☆29Updated 3 years ago
- An 1D optimal transport inspired loss function in the spectral domain. Can be used for improving frequency localization/estimation in dif…☆21Updated 3 months ago
- AudioLDM training, finetuning, evaluation and inference.☆14Updated last year
- Joint Estimation of Frequency, Amplitude and Spectrum☆34Updated 2 years ago
- Transformer based Self-Attention for Complex Numbers☆13Updated 3 years ago
- Repository of published DNN speech separation recipes for a number of datasets☆12Updated last year
- Fast ICA algorithm for blind source separation☆49Updated 11 months ago
- 1D version of Pytorch's PixelShuffle module☆24Updated 6 years ago
- [Not Official] Implementation DC-UNet, ICLR 2019☆56Updated last year
- Short-Time Discrete Cosine Transform (DCT) for Python. SciPy, TensorFlow and PyTorch implementations.☆28Updated 4 years ago
- Codebase of the submitted work in ICASSP 2023☆14Updated 2 years ago
- DNN assisted Kalman filter for time domain speech enhancement☆21Updated 4 years ago
- Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.☆48Updated 2 years ago
- Official implementation of Efficient Speech Separation Framework Based on Neural State-Space Models☆22Updated last year
- ☆10Updated 4 years ago
- ☆33Updated 10 months ago
- DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement, Conference on Neural Information Processing Systems (NeurIPS), 2023☆57Updated 4 months ago
- Multi-Resolution Neural Networks☆19Updated last week
- ☆16Updated 3 months ago
- Deep Noise Suppression for Real Time Speech Enhancement in a Single Channel Wide Band Scenario☆27Updated last year
- Official implementation of EfficientLEAF, a learnable audio frontend.☆47Updated 2 years ago
- ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation☆28Updated last year
- ICASSP 2024 paper - A Fully Differentiable Model for Unsupervised Singing Voice Separation☆14Updated 6 months ago