RicherMans

GPV

Repository for our Interspeech2020 general-purpose voice activity detection (GPVAD) paper

Datadriven-GPVAD

The codebase for Data-driven general-purpose voice activity detection.

AudioCaption

Dataset and baseline for the first Audiocaption task

CED

Source code for Consistent ensemble distillation for audio tagging

text_based_depression

Source code for the paper "Text-based Depression Detection: What Triggers An Alert"

SAT

Streaming Audiotransformers for online Audio tagging

PSL

Source code for ICASSP2022 "Pseudo Strong labels for large scale weakly supervised audio tagging"

CDur

Repository for the paper "Towards duration robust weakly supervised sound event detection"

UIT_Mobile

Source Code for the Paper "UNIFIED KEYWORD SPOTTING AND AUDIO TAGGING ON MOBILE DEVICES WITH TRANSFORMERS"

Speaker-Anti-Spoofing-Classifiers

Baselines and Classifiers for speaker anti-spoofing detection

Dcase2018_pooling

Repo for our pooling approach on the DCASE2018 task4

HEAR2021_EfficientLatent

Submission to the HEAR2021 Challenge

SpokenLanguageClassifiers

Pretrained spoken language classifiers from audio.

HEAR_CED

Hear evaluation for CED models.

ImageNet21K

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

coc-pyright

Pyright extension for coc.nvim

hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

Nanopi-R4S

My NanoPi R4S builds

richermans.github.io

My Blog / Jekyll Themes / PWA

audioset_tagging_cnn

hearbenchmark.com

HEAR Benchmark website and leaderboard submissions

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

models

Models and examples built with TensorFlow

nanopi-openwrt

Openwrt for Nanopi R4S

pretorched-x

Pretrained Image & Video ConvNets for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, etc.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tensorboard-pytorch

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

torchaudio

Data manipulation and transformation for audio signal processing, powered by PyTorch

torchlibrosa