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Audio signal processing

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

Research on partial discharge signal recognition and classification of power transformer based on acoustic-VMD and CNN-LSTM

Liang Chen, You Wen, [ ... ], Dani Chen

Real-time motor operating state recognition via multi-sensor fusion: A wavelet–neural–evidence framework for industrial condition monitoring

Gong Chu, Peng Zeng

E-RespiNet: An LLM-ELECTRA driven triple-stream CNN with feature fusion for asthma classification

Mohammed Tawfik, Islam S. Fathi, [ ... ], Mohamed S. Sawah

Accurate semi-supervised automatic speech recognition for ordinary and characterized speeches via multi-hypotheses-based curriculum learning

Ka Hyun Park, Junghun Kim, U Kang

New bridging eco-acoustic indices inspired by deep neural networks for fine-grained bird vocalization recognition across diurnal cycles

Lianglian Gu, Wei Li, [ ... ], Ziqian Wang

Study on the acoustic emission characteristics and damage mechanism of power batteries under electrical load

Peijian Jin, Xinwan Xu, [ ... ], Shimei Sun

An updated vocal repertoire of wild adult bonobos (Pan paniscus)

Franziska Wegdell, Isaac Schamberg, [ ... ], Simon W. Townsend

SeqFusionNet: A hybrid model for sequence-aware and globally integrated acoustic representation

Tianhao Wu, Wei Ma, [ ... ], Jun Li

HGLER: A hierarchical heterogeneous graph networks for enhanced multimodal emotion recognition in conversations

Qingping Zhou

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