Speech Large Language Models

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Period ending 2026-09-21

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Period ending 2026-09-14

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Period ending 2026-09-07

36 new papers

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  1. VoxZip: Semantic-Anchored Temporal KV Cache Compression for Long-Context Audio Inference

    Aug 9, 2026Wenxu Jia, Dongjie Fu, Xize Cheng +6Key-Value Cache CompressionAudio Tokens

  2. Decolonizing Linguistic Policies in Automated Speech Recognition: A Framework for Cross-Culturally Competent Speech AI

    Aug 6, 2026Jay L. Cunningham, Mark Atta Mensah, Richard Martinez +2Automatic Speech Recognition SystemsLinguistics

  3. How to Recognize New Words: A Comparison Between Context Biasing Methods and Speech LLMs

    Aug 6, 2026Christian Huber, Alexander WaibelSpeech Large Language ModelsImplicit Bias

  4. LILAC: An Idempotent Neural Speech Codec

    Aug 6, 2026June Young Yi, Dongwook Lee, Jiheum Yeom +1Neural Audio CodecsLibrispeech

  5. Beyond Residual Connections: Manifold-Constrained Hyper-Connections for Robust Speaker Representation Learning

    Aug 6, 2026Zezhong Jin, Xiaoyu Wang, Zhe Li +4Discrete Speech RepresentationsResidual Connections

  6. Multi Codec Discrete Diffusion Model for Text Guided Speech Inpainting and Editing

    Aug 5, 2026Iftach Shoham, Tali Dror, Oren Gal +3Speech Encoder

  7. Breaking the Curse of Multilinguality in Many-to-Many Speech-to-Text Translation via a Resource-Aware Mixture of Speech Encoders

    Aug 5, 2026Yexing Du, Kaiyuan Liu, Youcheng Pan +4Simultaneous Speech TranslationSpeech Translation

  8. MERaLiON-GR: Speech Gender Recognition Model for English and SEA Languages

    Aug 5, 2026Qiongqiong Wang, Ai Ti Aw, Nancy F. Chen +18Speech EncoderText Corpora

  9. Language-Specialized Multi-Teacher On-Policy Distillation for Multilingual LLM-Based ASR

    Aug 4, 2026Yuan Xie, Jiaqi Song, Xianliang Wang +3Multilingual Automatic Speech RecognitionLlm-Based Automatic Speech Recognition

  10. Analyzing Speech Condition Effects in Dysarthric ASR: A Layer-wise Probing Study

    Aug 3, 2026Darwin Jelestin Muthu, Navya Gupta, Wei Lin Tay +3Dysarthric SpeechSpeech Encoder

  11. Latent Softmax for Data-Efficient Phoneme-Based Multilingual ASR Across Tonal and Non-Tonal Languages

    Aug 2, 2026Saierdaer Yusuyin, Nanling Jiang, Hao Huang +1Multilingual Automatic Speech RecognitionConsonants

  12. SoniSpeech: A Large-Scale Open-Vocabulary Tri-Modal Dataset for Wearable Silent Speech Interfaces

    Aug 1, 2026Ruidong Zhang, Jiacheng Liu, François Guimbretière +1LibrispeechConversational Datasets

  13. Normal-Anchored First-Order Model-Agnostic Meta-Learning based Whisper Fine-Tuning for Enhancing Fairness of Cleft Lip and Palate Speech Recognition

    Jul 31, 2026Susmita Bhattacharjee, Jagabandhu Mishra, H. S. Shekhawat +2Speech Large Language ModelsDysarthric Speech

  14. ParaASR: Multi-Token Prediction for Fast and Long-Context LLM-Based Speech Recognition

    Jul 31, 2026Qingjian Lin, Yuxin Li, Haoyang Zhang +14Automatic Speech Recognition SystemsAutoregressive Decoding

  15. Teffic-Audio: Tell Fact from Fiction

    Jul 30, 2026Wan Lin, Li Wang, Jindong Wang +2Audio Deepfake DetectionExplainable Deepfake Detection

  16. AgenticASR: Refining Speech Recognition in Real-World Scenarios via an Agentic Approach

    Jul 30, 2026Zixuan Jiang, Binghao Qiang, Jiaying Chi +3Automatic Speech Recognition SystemsAgentic Tool Use

  17. Cocktail-Talker: Multi-Speaker Dialog Modeling in Noisy Social Environments with Turn Action GRPO

    Jul 30, 2026Xilin Jiang, Riki Shimizu, Sukru Samet Dindar +3Conversational Artificial IntelligenceSpeech Large Language Models

  18. Latent-IM: Latent Interaction Management for Speech LLMs

    Jul 29, 2026Adar Avsian, Atahan Dokme, Tony Woo +1Speech-LlmsConversational Quality

  19. Do EEG Foundation Models Transfer to Speech? A Benchmark on Overt and Imagined Speech Decoding

    Jul 29, 2026Owais Mujtaba Khanday, Mohamed Baha Ben Ticha, Sanae Belfrouh +2Electroencephalography Foundation ModelsSpeech Large Language Models

  20. Voice Memory for Agentic Speech Recognition

    Jul 29, 2026Chao-Han Huck Yang, Zih-Ching Chen, Piotr Zelasko +3Automatic Speech Recognition SystemsError Correction

  21. VAD to the Bone: Ultra-Tiny Speech Activity Detection for Edge Deployment

    Jul 28, 2026Stephen Bauer, Sheila Seidel, Shanza Iftikhar +2Automatic Speech Recognition Systems

  22. SpeechLLM Meets Federated Learning for End-to-End ASR: English and Italian Case Studies

    Jul 28, 2026Mohamed Nabih Ali, Daniele Falavigna, Alessio BruttiSpeech Large Language ModelsSpeech Encoder

  23. Evaluation of forced alignment of code-mixed speech: the case of Hindi-English

    Jul 28, 2026Ayushi Pandey, Pamir Gogoi, Kevin TangCross-Lingual AlignmentMultilingual Automatic Speech Recognition

  24. A Cross-lingual Comparison of Human and Classification Model Entrainment Behavior in Code-switched Speech Settings

    Jul 28, 2026Debasmita Bhattacharya, Siying Ding, Alayna Nguyen +1Code-SwitchingCross-Lingual Consistency

  25. Enhancing Law-Enforcement Audio Transcription: A LoRA-Based Adaptation of Whisper for BWC Footage

    Jul 27, 2026Vivek Senthil, Ernest FokouéPolicingAccurate Transcription

  26. MoLGE: Mixture of Language Group Experts for Efficient Scaling of Massively Multilingual Speech Recognition

    Jul 27, 2026Sangmin Lee, Woojin Chung, Woongjib Choi +1Multilingual Automatic Speech RecognitionMultilingual Language Models

  27. Indic DiarBench: A Multilingual Joint Diarization and ASR Benchmark for Indian Languages

    Jul 26, 2026Deovrat Mehendale, Aditya Mehndiratta, Dhruv Rathi +2Speaker DiarizationMultilingual Automatic Speech Recognition

  28. Kutti AI: A Voice-First, Offline-Capable Learning Companion with Real-Time Struggle Detection for Visually-Impaired Children

    Jul 24, 2026Kadharmoideen FadurudeenVoice AgentsAutomatic Speech Recognition Systems

  29. MEUSLI: a Multilingual Projector for LLM-based ASR and Beyond

    Jul 24, 2026Lorenzo Concina, Seraphina Fong, Marco Matassoni +1Multilingual Automatic Speech RecognitionLlm-Based Automatic Speech Recognition

  30. Phonetic forced alignment for low-resource language varieties: Model training and evaluation on Chengdu Mandarin

    Jul 23, 2026Zhiheng Qian, Aini Li, Hai Hu +1Cross-Lingual AlignmentMultilingual Automatic Speech Recognition

  31. Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing

    Jul 21, 2026Laurin Wagner, Mario Zusag, Bernhard ThallingerLlm-Based Automatic Speech RecognitionAccented Speech

  32. SpEmoC: A Balanced Speaker-Segment Multimodal Emotion Benchmark

    Jul 20, 2026Sania Bano, Shahzad Ahmad, Santosh Kumar Vipparthi +2Emotion RecognitionMultimodal Dataset

  33. ESCUCHA: A Spanish Speech Benchmark for Heterogeneous Acoustic Conditions

    Jul 20, 2026Fernando López, Ana Ayala, Guillermo Segovia +4LibrispeechLarge Audio Language Models

  34. Robust Assamese Speech Recognition through Controlled Fine-Tuning of Whisper Models

    Jul 19, 2026Ganapati Das, Dwipen Laskar, Hasin Afzal Ahmed +4Automatic Speech Recognition SystemsSpeech Large Language Models

  35. Do Speech Tokens Leak Voiceprints? Speaker Inversion Attacks Against End-to-End Speech Language Models

    Jul 18, 2026Ye Lu, Yihan Yan, Zhaoyang Zhang +4Speech EncoderFingerprint

  36. A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors

    Jul 17, 2026Shuhei KatoCross-Lingual Voice CloningSpeaker Verification Performance

  37. Rethinking Speech Foundation Model Fine-tuning: Better SFT or Better Match?

    Jul 15, 2026Wangjin Zhou, Yizhou Zhang, Yichi Wang +1Discrete Speech RepresentationsSpeech Large Language Models

  38. Learning Speaker Identity Beyond Language and Modality Constraints: Insights from the POLY-SIM 2026 Challenge

    Jul 15, 2026Marta Moscati, Muhammad Saad Saeed, Marina Zanoni +9Speaker IdentityMultilingual Automatic Speech Recognition

  39. Audio-Native Speech Recognition with a Frozen Discrete-Diffusion Language Model

    Jul 14, 2026Harsha Vardhan Khurdula, Abhinav Kumar Singh, Yoeven D Khemlani +1Speech EncoderLibrispeech

  40. An Omnilingual-ASR-Based Speech-LLM System for the 2nd MLC-SLM Challenge

    Jul 14, 2026Shuming Fang, Shuifei ZengSpeaker DiarizationWav2Vec

  41. Casting Everything to Online API Services? A Survey of Integrating Localized Speech Recognition Models in Robotic Systems

    Jul 13, 2026Sheng Li, Jing Li, Felix Schijve +2Automatic Speech Recognition SystemsLlm-Based Automatic Speech Recognition

  42. Unified Gradient Projection: Language-Balanced Continual Learning for Multilingual Low-Resource ASR

    Jul 13, 2026Ziang Ren, Guodong Lin, Yuchen Ai +2Multilingual Automatic Speech RecognitionSpeech Large Language Models

  43. GigaAM Multilingual: Foundation Model for Underrepresented Languages

    Jul 11, 2026Andrei Kuzmenko, Alexandr Maximenko, Aleksandr Kutsakov +5Multilingual Automatic Speech RecognitionLow-Resource Languages

  44. Which Languages Transfer Best to Warlpiri? A Similarity-Based Study for Low-Resource ASR

    Jul 11, 2026Pravina Mylvaganam, Eliathamby Ambikairajah, Ting Dang +2Multilingual Automatic Speech RecognitionCross-Lingual Transfer

  45. Tokenizer Transplantation: Mitigating Autoregressive Collapse in Edge-Efficient Bengali ASR

    Jul 10, 2026Sanjid Hasan, Md. Abdur RahmanAutomatic Speech Recognition SystemsBangla

  46. Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech

    Jul 9, 2026Hao Wu, RongQi Han, Zhen Wang +2Multilingual Automatic Speech RecognitionSpeaker Diarization

  47. VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness

    Jul 9, 2026Iulia-Maria Udrea, Alexandra Diaconu, Bogdan AlexeLibrispeechPseudo-Labeling

  48. Transformer-based segmentation of prosodic boundaries in Brazilian Portuguese

    Jul 8, 2026Rodrigo de Freitas Lima, Julio Cesar Galdino, Marcos Vinicius TrevisoProsodic FeaturesProsody

  49. Gradient-Based Speech-to-Text Alignment for Any ASR Model: From CTC to Speech LLMs

    Jul 7, 2026Albert Zeyer, Ralf Schlüter, Hermann NeyLlm-Based Automatic Speech RecognitionSpeech Large Language Models

  50. Compress the Cache, Not the Speech Embedding: KV Compression for Efficient Speech LLMs

    Jul 7, 2026Ke-Han Lu, Keqi Deng, Ruchao Fan +2Speech Large Language ModelsAutoregressive Decoding

  51. Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs

    Jul 7, 2026Zhenyu Liu, Xuanyu Zhang, Yunxin Li +10Full-Duplex Speech ModelsFull-Duplex Dialogue

  52. From Sinhala to Dhivehi: Cross-Lingual Transfer Learning for Low-Resource Speech Recognition

    Jul 7, 2026Lukmal Ilyas, Nevidu JayatillekeMultilingual Automatic Speech RecognitionCross-Lingual Transfer

  53. Flow Matching-Based Speech Source Separation with Best-of-N Biometric Sampling

    Jul 7, 2026Anastasia Zorkina, Alexandr Anikin, Nikita Khmelev +5Speech SeparationSpeech Encoder

  54. Escaping the Procrustean Bed: Groupwise Orthogonal Connectors for Audio-Language Models

    Jul 7, 2026Ho-Lam Chung, Ke-Han Lu, Yi-Cheng Lin +3Speech EncoderOrthogonality

  55. Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generated Multilingual Transcripts

    Jul 7, 2026Andrei-George Durdun, Victor Constantinescu, Radu Tudor IonescuMultilingual Automatic Speech RecognitionSentiment Analysis

  56. Token Merging for Multilingual Speech Recognition: A Systematic Study Across Model Scale and Fine-Tuning

    Jul 7, 2026Dylan Luke HolyoakMultilingual Automatic Speech RecognitionLow-Resource Languages

  57. NAVER LABS System Re-implementation for the IWSLT 2026 Instruction-Following Task

    Jul 6, 2026Anand Kamble, Aniket TatheSpeech EncoderInstruction

  58. Revisiting the Relation Between Language Model Perplexity and ASR Word Error Rate for Modern End-to-End Speech Recognition

    Jul 6, 2026Mohammad Zeineldeen, Albert Zeyer, Haoran Zhang +3Automatic Speech Recognition SystemsLanguage Model Perplexity

  59. RABBiT: Rapidly adaptive BOLD foundation model via brain-tuning for accurate zero-shot and few-shot prediction of speech-elicited responses in the brain

    Jul 6, 2026Omer Moussa, Mariya TonevaSpeech Large Language ModelsWireless Foundation Models

  60. Listen, Think, Transcribe: Continuous Latent Test-Time Scaling for ASR

    Jul 6, 2026Ho Lam Chung, Yiming Chen, Dau-Cheng Lyu +2Speech Large Language ModelsAccurate Transcription