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audiomer-pytorch

A Convolutional Transformer for Keyword Spotting (AAAI 2022 DSTC Workshop)

crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

ctc-loss

A PyTorch implementation of CTCLoss (for learning purposes)

ctc-segmentation

Segment an audio file and obtain utterance alignments. (Python package)

degan

Deep Effect Generation using GANs

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

desed_task

Domestic environment sound event detection task

diart

Lightweight python library for streaming speaker diarization in real-time implemented in pytorch

examples

TensorFlow examples

ferugit.github.io

W. Fernando López Gavilánez public page

iterative-pseudo-forced-alignment-ctc

The code for the https://arxiv.org/pdf/2210.15226.pdf

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

pytorch_introduction

Several pytorch projects

quark

Efficient Keyword Spotting

rugpulldetection

sonopytorch

Torch implementation of Sonopy

speaker-recognition-exploration

Speaker Recognition Exploration

speechbrain

A PyTorch-based Speech Toolkit

ssast

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

transducer-tutorial

Example code for a neural transducer model.

transformer-corrector

Transformer-based Spanish corrector

udacity-deep-learning

Udacity Deep Learning Course

wuw-challenge-2024

Baseline of the Wake-up Word Challenge of the 2024 Albayzin Evaluations