w-hc / torch_audioset
PyTorch transcribed audioset classifier, including VGGish and YAMNet, along with utils to manipulate autioset category ontology.
☆64Updated 3 years ago
Related projects: ⓘ
- Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".☆137Updated last year
- ☆84Updated last year
- SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆69Updated 4 years ago
- Baseline systems for the FSD50K dataset☆67Updated 3 years ago
- Audio transformations library for PyTorch☆220Updated 2 years ago
- 📁 This repo makes it easy to download the raw audio files from AudioSet (32.45 GB, 632 classes).☆97Updated last year
- Baseline method for sound event localization task of DCASE 2020 challenge☆53Updated 3 years ago
- Source code for models described in the paper "ESResNet: Environmental Sound Classification Based on Visual Domain Models" (https://arxiv…☆31Updated last year
- Dataset and baseline code for the VocalSound dataset (ICASSP2022).☆106Updated last year
- ☆51Updated this week
- PyTorch reimplementation of per-channel energy normalization for audio.☆93Updated 5 years ago
- ☆99Updated 4 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆122Updated 3 years ago
- ☆69Updated this week
- Benchmark for sound event localization task of DCASE 2019 challenge☆71Updated 3 years ago
- A library built for easier audio self-supervised training, downstream tasks evaluation☆92Updated 3 weeks ago
- ☆76Updated last year
- Repo associated to the DESED dataset, download and creation of data☆121Updated 2 months ago
- The codebase for Data-driven general-purpose voice activity detection.☆93Updated last year
- ☆190Updated 6 months ago
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆123Updated 4 years ago
- Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, a…☆40Updated 2 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆58Updated 3 months ago
- Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP…☆59Updated 3 years ago
- This repository contains the code related to the paper 'DENet: a deep architecture for audio surveillance applications'.☆41Updated last year
- Domestic environment sound event detection task☆123Updated 3 months ago
- Baseline of DCASE 2020 task 4☆41Updated last year
- Benchmark popular audio i/o packages☆138Updated 9 months ago
- Visualization toolbox for Sound Event Detection☆113Updated 6 months ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆88Updated 3 years ago