speech understanding

DIFFA: Large Language Diffusion Models Can Listen and Understand AAAI 2026 DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models AAAI 2026 HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding AAAI 2026 AudioBench: A Universal Benchmark for Audio Large Language Models NAACL 2025 InteractSpeech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model EMNLP 2025 Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition ICCV 2025 MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions EMNLP 2025 SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ACL 2025 SparQLe: Speech Queries to Text Translation Through LLMs ACL 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 The Role of Prosody in Spoken Question Answering NAACL 2025 Towards Reliable Large Audio Language Model ACL 2025 Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs NAACL 2025 Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024 SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices NeurIPS 2024 video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models ICML 2024 WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024 Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023 Investigating Pre-trained Audio Encoders in the Low-Resource Condition Interspeech 2023 ITALIC: An Italian Intent Classification Dataset Interspeech 2023 Privacy-preserving Representation Learning for Speech Understanding Interspeech 2023 Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022 Towards Detection and Remediation of Phonemic Confusion ACL 2021 Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020