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Audio signal processing

Research on automatic segmentation method of microseismic monitoring signal under low signal-to-noise ratio conditions

Weijian Liu, Jianbo Li, [ ... ], Wenlong Lv

Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D

Parveen Kumari, Yogita Yashveer Raghav, [ ... ], Fikir Gizachew Belete

A comparison of capturing speech breathing using respiratory inductive plethysmography and electromagnetic articulography

Tabea Thies, Philipp Buech, Anne Hermes

Prediction of cognitive impairment through speech data analysis: A comparative evaluation of deep learning models

Minsoo Kim, Hyunjoo Choi, [ ... ], Young Chul Youn

Deep learning-based bimodal speech and facial expression recognition of miners’ unsafe emotions

Ying Lu, Zihao Zhao, Liang Yan, Xinyv Shi

TDGN: A text-guided dual-gated network for multimodal sentiment analysis

Wenyan Xiao, Lin Zhang, Yangshuyi Xu

A two-stage deep learning framework for lead instrument recognition in polyphonic music featuring Chinese instruments

Jiaxiang Zheng, Moxi Cao, Chongbin Zhang

EAC-Agent: A deep learning framework for multimodal emotion-aware conversational agent with contextual response generation

Shahid Jamil, Tariq Ali, Asif Nawaz, Abdul Shahid

Noninvasive detection of audiovisual superadditivity in rat brain by miniaturized SERF magnetometer

Kexun Tang, Guanzhong Lu, [ ... ], Qiang Lin

Nightingale: A multimodal approach combining EEG signals and audio features to enhance music therapy

Zirui Chen, Nikhil Yadav

Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

Zahra Mansour, Verena Nicole Uslar, [ ... ], Nils Strodthoff

Spoof detection with dynamic learnable sparse attention and tri-modal fusion in resource-constrained audio systems

Xinwei Wang, Zhicheng Tan, Guo Li

An auditory-visual cooperative perception method for honking vehicle localization

Fei Yuan, Junxi Kang, Jiao Yin, Jinli Cao

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