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 4 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.☆45Updated 2 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆72Updated 2 years ago
- AudioLDM training, finetuning, evaluation and inference.☆14Updated last year
- A pip installable package for optimal transport inspired loss functions in the spectral domain. Can be used for audio applications such a…☆23Updated 3 weeks ago
- Directional sparse filtering for blind speech separation☆10Updated 4 years ago
- ☆10Updated 2 months ago
- ICASSP 2024 paper - A Fully Differentiable Model for Unsupervised Singing Voice Separation☆14Updated 8 months ago
- Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement, Thirty-Seventh…☆45Updated last year
- ☆82Updated 2 months ago
- (TASLP 2022) Unsupervised speech enhancement using DVAEs☆23Updated 11 months ago
- ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation☆28Updated last year
- ☆23Updated 2 years ago
- Tips for best practices with filterbanks☆41Updated 5 months ago
- [SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model☆129Updated 2 weeks ago
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆43Updated 2 years ago
- Short-Time Discrete Cosine Transform (DCT) for Python. SciPy, TensorFlow and PyTorch implementations.☆28Updated 4 years ago
- Pytorch Reimplementation of DiffWave Vocoder: a high quality, fast, and small neural vocoder.☆90Updated 4 years ago
- [Not Official] Implementation DC-UNet, ICLR 2019☆56Updated last year
- Transformer based Self-Attention for Complex Numbers☆13Updated 4 years 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
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆96Updated last year
- Official implementation of EfficientLEAF, a learnable audio frontend.☆47Updated 2 years ago
- DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement, Conference on Neural Information Processing Systems (NeurIPS), 2023☆59Updated 6 months ago
- ☆30Updated 4 years ago
- his code is a pytorch version for CycleFlow model in "CycleFlow: Purify Information Factors by Cycle Loss"☆15Updated 3 years ago
- Pytorch implementation of the invertible CQT based on Non-stationary Gabor filters☆33Updated 2 years ago
- Official implementation of Efficient Speech Separation Framework Based on Neural State-Space Models☆22Updated 2 years ago
- ☆34Updated last year
- TODO☆43Updated 2 years ago
- [ICASSP 2022] PyTorch implementation of the paper "Semi-Supervised Acoustic Anomaly Detection via Contrastive Learning"☆21Updated 2 years ago