speech large language model

Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning EACL 2026 Closing the Modality Reasoning Gap for Speech Large Language Models ACL 2026 HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding AAAI 2026 LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech ACL 2026 RealTalk-CN: A Realistic Chinese Speech Task-Oriented Dialogue Benchmark with Cross-Modal Analysis ACL 2026 AA-SLLM: An Acoustically Augmented Speech Large Language Model for Speech Emotion Recognition Interspeech 2025 Assessment of L2 Oral Proficiency using Speech Large Language Models Interspeech 2025 BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Interspeech 2025 Distilling an End-to-End Voice Assistant Without Instruction Training Data ACL 2025 Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Interspeech 2025 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training ACL 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025 Thinking in Directivity: Speech Large Language Model for Multi-Talker Directional Speech Recognition Interspeech 2025 Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs EMNLP 2025 Who Gets the Mic? Investigating Gender Bias in the Speaker Assignment of a Speech-LLM Interspeech 2025 WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024