End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input

Time Frequency ◽

Frequency Representation ◽

Sound Event ◽

Sound Event Detection ◽

End To End

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

Sound Event Detection by Consistency Training and Pseudo-Labeling With Feature-Pyramid Convolutional Recurrent Neural Networks

10.1109/icassp39728.2021.9414350 ◽

2021 ◽

Author(s):

Chih-Yuan Koh ◽

You-Siang Chen ◽

Yi-Wen Liu ◽

Mingsian R. Bai

Keyword(s):

Neural Networks ◽

Event Detection ◽

Sound Event ◽

Feature Pyramid ◽

Sound Event Detection with Speech Interference Using Convolutional Recurrent Neural Networks

10.1109/bdai52447.2021.9515259 ◽

2021 ◽

Author(s):

Tianyao Zhou ◽

Zeming He ◽

Runze Zhai ◽

Xinzhou Xu

Keyword(s):

Neural Networks ◽

Event Detection ◽

Sound Event ◽

Sound Event Detection ◽

Speech Interference

End-to-end Convolutional Neural Networks for Sound Event Detection in Urban Environments

2019 24th Conference of Open Innovations Association (FRUCT) ◽

10.23919/fruct.2019.8711906 ◽

2019 ◽

Cited By ~ 4

Author(s):

Pablo Zinemanas ◽

Pablo Cancela ◽

Martin Rocamora

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Event Detection ◽

Urban Environments ◽

Sound Event ◽

Sound Event Detection ◽

End To End

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

Recurrent neural networks for polyphonic sound event detection in real life recordings

10.1109/icassp.2016.7472917 ◽

2016 ◽

Cited By ~ 120

Author(s):

Giambattista Parascandolo ◽

Heikki Huttunen ◽

Tuomas Virtanen

Keyword(s):

Neural Networks ◽

Event Detection ◽

Real Life ◽

Sound Event ◽

Relational recurrent neural networks for polyphonic sound event detection

Multimedia Tools and Applications ◽

10.1007/s11042-018-7142-7 ◽

2019 ◽

Vol 78 (20) ◽

pp. 29509-29527 ◽

Cited By ~ 2

Author(s):

Junbo Ma ◽

Ruili Wang ◽

Wanting Ji ◽

Hao Zheng ◽

En Zhu ◽

...

Keyword(s):

Neural Networks ◽

Event Detection ◽

Sound Event ◽

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks

10.1109/icassp40776.2020.9054433 ◽

2020 ◽

Cited By ~ 2

Author(s):

Yanxiong Li ◽

Mingle Liu ◽

Konstantinos Drossos ◽

Tuomas Virtanen

Keyword(s):

Neural Networks ◽

Event Detection ◽

Sound Event ◽

Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

IEEE/ACM Transactions on Audio Speech and Language Processing ◽

10.1109/taslp.2017.2690575 ◽

2017 ◽

Vol 25 (6) ◽

pp. 1291-1303 ◽

Cited By ~ 133

Author(s):

Emre Cakir ◽

Giambattista Parascandolo ◽

Toni Heittola ◽

Heikki Huttunen ◽

Tuomas Virtanen

Keyword(s):

Neural Networks ◽

Event Detection ◽

Sound Event ◽

Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019) ◽

SpecAugment for Sound Event Detection in Domestic Environments using Ensemble of Convolutional Recurrent Neural Networks

10.33682/qacg-8m97 ◽

2019 ◽

Cited By ~ 1

Author(s):

Wootaek Lim

Keyword(s):

Neural Networks ◽

Event Detection ◽

Sound Event ◽

Domestic Environments ◽

Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019) ◽

Sound Event Detection and Direction of Arrival Estimation using Residual Net and Recurrent Neural Networks

10.33682/93dp-f064 ◽

2019 ◽

Cited By ~ 1

Author(s):

Rishabh Ranjan ◽

Sathish Jayabalan ◽

Thi Ngoc Tho Nguyen ◽

Woon Seng Gan

Keyword(s):

Neural Networks ◽

Event Detection ◽

Direction Of Arrival ◽

Direction Of Arrival Estimation ◽

Sound Event ◽

2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) ◽

Waveform-based End-to-end Deep Convolutional Neural Network with Multi-scale Sliding Windows for Weakly Labeled Sound Event Detection

10.1109/icaiic48513.2020.9064985 ◽

2020 ◽

Author(s):

Seokjin Lee ◽

Minhan Kim

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Event Detection ◽

Deep Convolutional Neural Network ◽

Sliding Windows ◽

Multi Scale ◽

Sound Event ◽

Sound Event Detection ◽

End To End