Speech Analysis

MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector ACL 2024 On Learning Frequency-Instance Correlations by Model-Agnostic Training for Synthetic Speech Detection ACML 2024 PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024 Phonetic and Lexical Discovery of Canine Vocalization EMNLP 2024 Phonological-Level Mispronunciation Detection and Diagnosis Interspeech 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024 RAST: A Reference-Audio Synchronization Tool for Dubbed Content Interspeech 2024 Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation Interspeech 2024 Scaling up masked audio encoder learning for general audio classification Interspeech 2024 SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words NeurIPS 2024 Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance Interspeech 2024 Semantic Role Labeling from Chinese Speech via End-to-End Learning ACL 2024 SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NeurIPS 2024 Sound Event Bounding Boxes Interspeech 2024 Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting Interspeech 2024 SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NeurIPS 2024 Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation ACL 2024 Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? ACL 2024 Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio Interspeech 2024 Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring Interspeech 2024 Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing ACL 2024 Switching Tongues, Sharing Hearts: Identifying the Relationship between Empathy and Code-switching in Speech Interspeech 2024 Text-aware Speech Separation for Multi-talker Keyword Spotting Interspeech 2024 The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach Interspeech 2024 Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights EMNLP 2024