This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: specialized decision surface (SDS) and disentangled feature (DF) for weakly-supervised learning and guided learning (GL) for semi-supervised learning. We're so glad if you're interested in using it for research p…
☆131Jul 24, 2020Updated 5 years ago
Alternatives and similar repositories for Sound_event_detection
Users that are interested in Sound_event_detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆199Jun 21, 2022Updated 3 years ago
- Evaluation toolbox for Sound Event Detection☆158Jun 12, 2024Updated last year
- Baseline of dcase 2019 task 4☆62Sep 2, 2022Updated 3 years ago
- Domestic environment sound event detection task☆154Jun 11, 2024Updated last year
- ☆54Jun 3, 2020Updated 5 years ago
- Paderborn Sound Event Detection☆79Jul 18, 2023Updated 2 years ago
- Code for Yun Wang's PhD Thesis: Polyphonic Sound Event Detection with Weak Labeling☆169May 14, 2022Updated 3 years ago
- Baseline of DCASE 2020 task 4☆43Oct 24, 2022Updated 3 years ago
- Visualization toolbox for Sound Event Detection☆123Feb 26, 2024Updated 2 years ago
- Repo associated to the DESED dataset, download and creation of data☆146Jul 16, 2024Updated last year
- ☆20Apr 11, 2019Updated 6 years ago
- ☆12Jun 2, 2019Updated 6 years ago
- Repository for Weak Label Learning for Audio Events - A closer look. Uses Audioset subset data provided for reproducibility.☆32Sep 13, 2023Updated 2 years ago
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆122Jan 8, 2023Updated 3 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Mar 30, 2020Updated 5 years ago
- ☆48Aug 30, 2024Updated last year
- Task 4 Large-scale weakly supervised sound event detection for smart cars☆68Dec 20, 2021Updated 4 years ago
- ☆1,685Jul 25, 2024Updated last year
- General purpose sound recognition demo☆161Oct 3, 2023Updated 2 years ago
- Reading list for research topics in Sound AI☆196Aug 8, 2024Updated last year
- Surrey CVSSP DCASE 2018 Task 2 system☆20Dec 26, 2022Updated 3 years ago
- Our DCASE 2019 challenge task 3 method☆32Jan 17, 2023Updated 3 years ago
- Code repo for "Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection"☆17Nov 9, 2022Updated 3 years ago
- ☆95Jun 22, 2023Updated 2 years ago
- ☆16Apr 11, 2019Updated 6 years ago
- Pytorch code for the paper 'Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acousti…☆14Nov 12, 2020Updated 5 years ago
- An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection☆75Aug 5, 2021Updated 4 years ago
- Sound event localization, detection, and tracking of multiple overlapping and moving sources in 2D spherical space using convolutional re…☆383Nov 21, 2022Updated 3 years ago
- ☆46Dec 17, 2018Updated 7 years ago
- ☆12Aug 26, 2018Updated 7 years ago
- DCASE 2018 Baseline systems☆130Aug 19, 2019Updated 6 years ago
- A collection of utilities for Detection and Classification of Acoustic Scenes and Events☆134Apr 3, 2025Updated 11 months ago
- Adaptive pooling operators for multiple instance learning☆78May 12, 2022Updated 3 years ago
- An implementation of capsule routing for sound event detection☆15Jan 29, 2019Updated 7 years ago
- A library for soundscape synthesis and augmentation☆414May 4, 2022Updated 3 years ago
- A two step optimization for sound source separation on the adaptive front-end domain☆71Sep 18, 2020Updated 5 years ago
- ☆14Apr 18, 2019Updated 6 years ago
- PyTorch implementation of WASE described in our ICASSP 2021: "Wase: Learning When to Attend for Speaker Extraction in Cocktail Party Envi…☆27Jan 11, 2022Updated 4 years ago
- ☆40Feb 18, 2026Updated last month