Analysis

A Data-Centric Approach to Generalizable Speech Deepfake Detection ACL 2026 A Dataset for Oral Reading in Young English Readers CoNLL 2026 Beyond Transcripts: A Renewed Perspective on Audio Chaptering ACL 2026 CBAL: Context-Based Agentic Learning for Speaker Diarization Segmentation Refinement ACL 2026 CineSRD: Leveraging Visual, Acoustic, and Linguistic Cues for Open-World Visual Media Speaker Diarization CVPR 2026 Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul Korean ACL 2026 EA-VAE: Learning to Reconstruct Dysarthric Speech via Variational Autoencoder with Encoding Alignment AAAI 2026 Effects of Speaker Bias in Dialect Identification and Automatic Transcription with Self-Supervised Speech Models EACL 2026 Enhancing the Security of Visual Speaker Authentication Based on Dynamic Lip-Print Analysis CVPR 2026 Evaluating the Expressive Appropriateness of Speech in Rich Contexts ACL 2026 From Naturalness to Norms: Interactional Cultural Competence for SpeechLMs ACL 2026 HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language Models ACL 2026 How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization? CVPR 2026 LASER: Lip Landmark Assisted Speaker Detection for Robustness WACV 2026 Modeling Turn-Taking with Semantically Informed Gestures EACL 2026 On the Emotion Understanding of Synthesized Speech ACL 2026 Privacy-preserving Prosody Representation Learning ACL 2026 Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition ACL 2026 RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ACL 2026 S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models ACL 2026 SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning ACL 2026 SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models ACL 2026 SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues? ACL 2026 Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception ACL 2026 SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation ACL 2026