muqiaoy / dl_signalLinks
Deep Learning Model for Signal Data
☆87Updated 5 years ago
Alternatives and similar repositories for dl_signal
Users that are interested in dl_signal are comparing it to the libraries listed below
Sorting:
- ☆56Updated last year
- pytorch implementation of complex convolutional neural network☆166Updated 5 years ago
- Implementation of Deep Complex UNet Using PyTorch☆157Updated 5 years ago
- [Not Official] Implementation DC-UNet, ICLR 2019☆55Updated 10 months ago
- Implementation of the BASIS algorithm for source separation with deep generative priors☆38Updated 2 years ago
- Transformer based Self-Attention for Complex Numbers☆13Updated 3 years ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆91Updated 11 months ago
- Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.☆144Updated 2 years ago
- Vector Quantized Autoregressive Predictive Coding (VQ-APC)☆36Updated 4 years ago
- Pytorch implementation of "A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences", Pranay Manocha et al. - un…☆61Updated 5 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- Pytorch implementation of [Learning to match transient sound events using attentional similarity for few-shot sound recognition]☆33Updated 6 years ago
- ☆28Updated 3 years ago
- MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awar…☆138Updated 4 years ago
- Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs…☆82Updated last year
- Accompanying code for our paper "Optimizing Short-Time Fourier Transform Parameters via Gradient Descent"☆33Updated 4 years ago
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆41Updated last year
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆64Updated 8 months ago
- Inspired by "Neural Networks Fail to Learn Periodic Functions and How to Fix It"☆66Updated last year
- A two step optimization for sound source separation on the adaptive front-end domain☆68Updated 4 years ago
- Source code for publication: "Spectrum Correction: Acoustic Scene Classification with Mismatched Recording Devices"☆12Updated 3 years ago
- Official implementation of the Seq-U-Net for efficient sequence modelling☆79Updated 10 months ago
- Adaptive pooling operators for multiple instance learning☆76Updated 3 years ago
- TiFGAN: Time Frequency Generative Adversarial Networks☆118Updated 2 years ago
- Test-time adaptation for speech recognition model by single utterance. The official implementation of "Listen, Adapt, Better WER: Source-…☆19Updated 3 years ago
- [Not Official] Implementation Deep Comple Networks and Plug-in module (e.g. Neural Preprocessing Layer, ICLR 2018)☆59Updated 10 months ago
- Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion☆142Updated 4 years ago
- Public Code for the paper MAE-AST: Masked Autoencoding Audio Spectrogram Transformer☆87Updated 2 years ago
- ☆11Updated last year
- Baseline method for sound event localization task of DCASE 2022 challenge☆55Updated 2 years ago