Speech 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 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 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 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 SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation ACL 2026 TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding ACL 2026 Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ACL 2026 Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion ACL 2026 UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models ACL 2026 What Do Prosody and Text Convey? Characterizing How Meaningful Information is Distributed Across Multiple Channels ACL 2026