Biosignal Processing

Towards Ultrasound Tongue Image prediction from EEG during speech production Interspeech 2023 Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023 Validation of a Task-Independent Cepstral Peak Prominence Measure with Voice Activity Detection Interspeech 2023 VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors NeurIPS 2023 Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson’s disease Interspeech 2023 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022 Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge AISTATS 2022 CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals ICLR 2022 Challenges of using longitudinal and cross-domain corpora on studies of pathological speech Interspeech 2022 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Decoding Part-of-Speech from Human EEG Signals ACL 2022 Differential Time-frequency Log-mel Spectrogram Features for Vision Transformer Based Infant Cry Recognition Interspeech 2022 Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022 Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations ACL 2022 Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task Interspeech 2022 Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 2022 Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NeurIPS 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Multi-view and Cross-view Brain Decoding COLING 2022 MyoSuite: A Contact-rich Simulation Suite for Musculoskeletal Motor Control L4DC 2022 Nasal Coda Loss in the Chengdu Dialect of Mandarin: Evidence from RT-MRI Interspeech 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022 Neural Network Poisson Models for Behavioural and Neural Spike Train Data ICML 2022 Planning with Biological Neurons and Synapses AAAI 2022 Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NeurIPS 2022