Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
Author:
Affiliation:
1. Queen Mary University of London,Centre for Digital Music,UK
2. Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore
3. University of Lüeck,Institute for Signal Processing,Germany
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9745891/9746004/09746402.pdf?arnumber=9746402
Reference25 articles.
1. DCASE 2017 challenge setup: tasks, datasets and baseline system;mesaros;Proc DCAS Workshop,2017
2. A dataset of reverberant spatial sound scenes with moving sources for sound event localization and detection;politis;Proc DCAS Workshop,2020
3. What makes sound event localization and detection difficult? Insights from error analysis;nguyen;Proc DCAS Workshop,2021
4. Convolutional recurrent neural networks for polyphonic sound event detection;çakir;IEEE/ACM Trans on Audio Speech and Language Processing,2017
5. Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks
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1. Contrastive Loss Based Frame-Wise Feature Disentanglement for Polyphonic Sound Event Detection;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
2. Multi-Level Graph Learning For Audio Event Classification And Human-Perceived Annoyance Rating Prediction;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
3. Multi-rate modulation encoding via unsupervised learning for audio event detection;EURASIP Journal on Audio, Speech, and Music Processing;2024-04-01
4. Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification;IEEE Signal Processing Letters;2023
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