Biosignal Processing

Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022 SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG NeurIPS 2022 Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks Interspeech 2022 STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NeurIPS 2022 The effect of increasing acoustic and linguistic complexity on auditory processing: an EEG study Interspeech 2022 Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces AAAI 2022 Understanding approximate and unrolled dictionary learning for pattern recovery ICLR 2022 Variability in Production of Non-Sibilant Fricative [ç] in /hi/ Interspeech 2022 Visio-Linguistic Brain Encoding COLING 2022 12-Lead ECG Reconstruction via Koopman Operators ICML 2021 A Comparative Study of Different EMG Features for Acoustics-to-EMG Mapping Interspeech 2021 Brain Decoding Using fNIRS AAAI 2021 Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NeurIPS 2021 Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021 Leveraging Real-Time MRI for Illuminating Linguistic Velum Action Interspeech 2021 Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021 Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021 Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition ACML 2021 Object Classification From Randomized EEG Trials CVPR 2021 ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification Interspeech 2021 Passive Inter-Photon Imaging CVPR 2021 Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021 Primacy of Mouth over Eyes: Eye Movement Evidence from Audiovisual Mandarin Lexical Tones and Vowels Interspeech 2021 Quantifying Vocal Tract Shape Variation and its Acoustic Impact: A Geometric Morphometric Approach Interspeech 2021 Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder Interspeech 2021