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Speech & Audio › Analysis ›

Speech Analysis

1,021 papers

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Papers

When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms ACL 2026

RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ACL 2026

SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation ACL 2026

On the Emotion Understanding of Synthesized Speech ACL 2026

Beyond Transcripts: A Renewed Perspective on Audio Chaptering ACL 2026

Evaluating the Expressive Appropriateness of Speech in Rich Contexts ACL 2026

A Data-Centric Approach to Generalizable Speech Deepfake Detection 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

What Do Prosody and Text Convey? Characterizing How Meaningful Information is Distributed Across Multiple Channels ACL 2026

SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning ACL 2026

Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion ACL 2026

SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation 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

Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul Korean ACL 2026

TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding ACL 2026

Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition ACL 2026

Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception ACL 2026

Privacy-preserving Prosody Representation Learning ACL 2026

UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models ACL 2026

CBAL: Context-Based Agentic Learning for Speaker Diarization Segmentation Refinement ACL 2026

Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ACL 2026

Multi-View Collaborative Learning Network for Speech Deepfake Detection AAAI 2025

M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025