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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, Zhizeng Zhang, Zhenxia Yuan, Shuai Teng, Danqing Song, Mingrui Zhu, Wenlong Lv

published 18 Sep 2026

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

Parveen Kumari, Yogita Yashveer Raghav, Vimmi Kochher, Prashanth kumar katta, Abhilasha A, Prabhakar M, Jayanthiladevi A, Fikir Gizachew Belete

published 24 Aug 2026

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

Tabea Thies, Philipp Buech, Anne Hermes

published 28 May 2026

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

Minsoo Kim, Hyunjoo Choi, YongSoo Shim, Nayoung Ryoo, Ho Tae Jeong, Gihyun Yun, Hunboc Lee, SangYun Kim, Young Chul Youn

published 21 May 2026

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

Ying Lu, Zihao Zhao, Liang Yan, Xinyv Shi

published 15 May 2026

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

Wenyan Xiao, Lin Zhang, Yangshuyi Xu

published 12 May 2026

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

Jiaxiang Zheng, Moxi Cao, Chongbin Zhang

published 29 Apr 2026

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

Shahid Jamil, Tariq Ali, Asif Nawaz, Abdul Shahid

published 17 Apr 2026

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

Kexun Tang, Guanzhong Lu, Peixin Zhang, Hao Wang, Zixuan Wang, Jia Yao, Yi Ruan, Qiang Lin

published 15 Apr 2026

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

Zirui Chen, Nikhil Yadav

published 27 Jan 2026

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

Zahra Mansour, Verena Nicole Uslar, Dirk Weyhe, Danilo Hollosi, Nils Strodthoff

published 02 Jan 2026

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

Xinwei Wang, Zhicheng Tan, Guo Li

published 31 Dec 2025

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An auditory-visual cooperative perception method for honking vehicle localization

Fei Yuan, Junxi Kang, Jiao Yin, Jinli Cao

published 21 Nov 2025

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