speech language model

AfriVox: Probing Multilingual and Accent Robustness of Speech LLMs EACL 2026 Language Family Matters: Evaluating SpeechLLMs Across Linguistic Boundaries EACL 2026 On the Emotion Understanding of Synthesized Speech ACL 2026 SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization ACL 2026 Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models ACL 2026 SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation ACL 2026 Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals ACL 2026 What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026 XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs ACL 2026 Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025 Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation Interspeech 2025 Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025 Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model Interspeech 2025 ESPnet-SpeechLM: An Open Speech Language Model Toolkit NAACL 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training ACL 2025 Is Synthetic Data Truly Effective for Training Speech Language Models? Interspeech 2025 Language-Codec: Bridging Discrete Codec Representations and Speech Language Models ACL 2025 Language Model Can Listen While Speaking AAAI 2025 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025 Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 Long-Form Speech Generation with Spoken Language Models ICML 2025 NanoCodec: Towards High-Quality Ultra Fast Speech LLM Inference Interspeech 2025 NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction ICML 2025