Sound event detection with depthwise separable and dilated convolutions

K Drossos, SI Mimilakis, S Gharib, Y Li… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
State-of-the-art sound event detection (SED) methods usually employ a series of
convolutional neural networks (CNNs) to extract useful features from the input audio signal …

Multimodal deep learning for social media popularity prediction with attention mechanism

K Xu, Z Lin, J Zhao, P Shi, W Deng… - Proceedings of the 28th …, 2020 - dl.acm.org
Social media popularity estimation refers to predict the post's popularity using multimodal
contents. The prediction performance heavily relies on the feature extraction part and fully …

Adaptive hierarchical pooling for weakly-supervised sound event detection

L Gao, L Zhou, Q Mao, M Dong - Proceedings of the 30th ACM …, 2022 - dl.acm.org
In Weakly-supervised Sound Event Detection (WSED), the ground truth of training data
contains the presence or absence of each sound event only at the clip-level (ie, no frame …

IFS-SED: Incremental Few-Shot Sound Event Detection Using Explicit Learning and Calibration

M Feng, K Xu, H Cai - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Sound event detection (SED) refers to recognizing the sound events in a continuous audio
signal, which has drawn increasing interest during recent decades. The applications of SED …

A sound events detection and localization system based on YAMNet model and BLE beacons

CM Mesa-Cantillo, IG Alonso-González… - … on Wireless and …, 2023 - accedacris.ulpgc.es
Automatic recognition of sound events by computers is a requirement for several emerging
applications, such as surveillance, automatic listening, and noise source identification …

EasySED: Trusted Sound Event Detection with Self-Distillation

Q Zhou, K Xu, M Feng - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
Sound event detection aims to identify the sound events in the audio recordings, whose
applications seem to be evident in our daily life, such as the surveillance and monitoring …

Sound Event Detection with Speech Interference Using Convolutional Recurrent Neural Networks

T Zhou, Z He, R Zhai, X Xu - 2021 IEEE 4th International …, 2021 - ieeexplore.ieee.org
Sound event detection (SED) refers to recognizing sound event, in which the prevailing
method of SED is to employ deep neural networks at present. However, it remains unknown …

Cross-task pre-training for on-device acoustic scene classification

R Zhang, W Zou, X Li - arXiv preprint arXiv:1910.09935, 2019 - arxiv.org
Acoustic scene classification (ASC) and acoustic event detection (AED) are different but
related tasks. Acoustic events can provide useful information for recognizing acoustic …