Showing 1–20 of 86 results
/ Date/ Name
Apr 5, 2022User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated LearningMar 15, 2022Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-LabelingDec 18, 2022A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and FairnessMay 18, 2023TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion RecognitionJun 13, 2024Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?May 28, 2025Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering ChoicesJan 12, 2026VoxCog: Towards End-to-End Multilingual Cognitive Impairment Classification through Dialectal KnowledgeMar 11, 2026VoxCare: Studying Natural Communication Behaviors of Hospital Caregivers through Wearable Sensing of Egocentric AudioJun 8, 2023PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech ModelsSep 14, 2024Egocentric Speaker Classification in Child-Adult Dyadic Interactions: From Sensing to Computational ModelingJun 13, 2023Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech ContentJul 10, 2023Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point ProcessJul 4, 2025TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep BehaviorsSep 20, 2023Directional Source Separation for Robust Speech Recognition on Smart GlassesSep 15, 2023Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and AugmentingDec 26, 2021Attribute Inference Attack of Speech Emotion Recognition in Federated Learning SettingsDec 18, 2022Exploring Workplace Behaviors through Speaking Patterns using Large-scale Multimodal Wearable Recordings: A Study of Healthcare ProvidersFeb 14, 2024Understanding Stress, Burnout, and Behavioral Patterns in Medical Residents Using Large-scale Longitudinal Wearable RecordingsAug 3, 2025Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the GlobeFeb 14, 2024Can Text-to-image Model Assist Multi-modal Learning for Visual Recognition with Visual Modality Missing?