AzeroS: Extending LLM to Speech with Self-Generated Instruction-Free Tuning
Fuente:
arXiv
Saved in:
| Main Authors: | Shao, Yiwen, Liu, Wei, Li, Jiahong, Wang, Tianzi, Wei, Kun, Yu, Meng, Yu, Dong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Scaling for LLM-based ASR
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding
by: Huo, Mingyue, et al.
Published: (2025)
by: Huo, Mingyue, et al.
Published: (2025)
DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data
by: Lu, Ke-Han, et al.
Published: (2024)
by: Lu, Ke-Han, et al.
Published: (2024)
Efficient Multilingual ASR Finetuning via LoRA Language Experts
by: Li, Jiahong, et al.
Published: (2025)
by: Li, Jiahong, et al.
Published: (2025)
DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition
by: Shao, Qijie, et al.
Published: (2025)
by: Shao, Qijie, et al.
Published: (2025)
Braille-to-Speech Generator: Audio Generation Based on Joint Fine-Tuning of CLIP and Fastspeech2
by: Xu, Chun, et al.
Published: (2024)
by: Xu, Chun, et al.
Published: (2024)
Self-Powered LLM Modality Expansion for Large Speech-Text Models
by: Yu, Tengfei, et al.
Published: (2024)
by: Yu, Tengfei, et al.
Published: (2024)
Recent Advances in Speech Language Models: A Survey
by: Cui, Wenqian, et al.
Published: (2024)
by: Cui, Wenqian, et al.
Published: (2024)
Unified Pathological Speech Analysis with Prompt Tuning
by: Yang, Fei, et al.
Published: (2024)
by: Yang, Fei, et al.
Published: (2024)
Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text
by: Xue, Hongfei, et al.
Published: (2024)
by: Xue, Hongfei, et al.
Published: (2024)
DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models
by: Wang, Yuanyuan, et al.
Published: (2025)
by: Wang, Yuanyuan, et al.
Published: (2025)
MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition
by: Mu, Bingshen, et al.
Published: (2024)
by: Mu, Bingshen, et al.
Published: (2024)
DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
by: Shao, Hang, et al.
Published: (2023)
by: Shao, Hang, et al.
Published: (2023)
HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models
by: Mu, Bingshen, et al.
Published: (2024)
by: Mu, Bingshen, et al.
Published: (2024)
Harnessing the Zero-Shot Power of Instruction-Tuned Large Language Model in End-to-End Speech Recognition
by: Higuchi, Yosuke, et al.
Published: (2023)
by: Higuchi, Yosuke, et al.
Published: (2023)
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
by: Wang, Yujin, et al.
Published: (2022)
by: Wang, Yujin, et al.
Published: (2022)
VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining
by: Zhuo, Jianheng, et al.
Published: (2025)
by: Zhuo, Jianheng, et al.
Published: (2025)
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer
by: Zhu, Yongxin, et al.
Published: (2024)
by: Zhu, Yongxin, et al.
Published: (2024)
TTA: Transcribe, Translate and Alignment for Cross-lingual Speech Representation
by: Liu, Wei, et al.
Published: (2025)
by: Liu, Wei, et al.
Published: (2025)
S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models
by: Jiang, Feng, et al.
Published: (2025)
by: Jiang, Feng, et al.
Published: (2025)
Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR
by: Cui, Mingyu, et al.
Published: (2024)
by: Cui, Mingyu, et al.
Published: (2024)
Cross-Utterance Conditioned VAE for Speech Generation
by: Li, Yang, et al.
Published: (2023)
by: Li, Yang, et al.
Published: (2023)
Mixture of LoRA Experts with Multi-Modal and Multi-Granularity LLM Generative Error Correction for Accented Speech Recognition
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition
by: Xue, Hongfei, et al.
Published: (2023)
by: Xue, Hongfei, et al.
Published: (2023)
Unlocking Strong Supervision: A Data-Centric Study of General-Purpose Audio Pre-Training Methods
by: Zhou, Xuanru, et al.
Published: (2026)
by: Zhou, Xuanru, et al.
Published: (2026)
Speechless: Speech Instruction Training Without Speech for Low Resource Languages
by: Dao, Alan, et al.
Published: (2025)
by: Dao, Alan, et al.
Published: (2025)
Autoregressive Speech Synthesis without Vector Quantization
by: Meng, Lingwei, et al.
Published: (2024)
by: Meng, Lingwei, et al.
Published: (2024)
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text
by: Li, Jinpeng, et al.
Published: (2024)
by: Li, Jinpeng, et al.
Published: (2024)
Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions
by: Baskar, Murali Karthick, et al.
Published: (2024)
by: Baskar, Murali Karthick, et al.
Published: (2024)
SpeechAlign: Aligning Speech Generation to Human Preferences
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
by: Wei, Kun, et al.
Published: (2023)
by: Wei, Kun, et al.
Published: (2023)
SpeechGPT-Gen: Scaling Chain-of-Information Speech Generation
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models
by: Wang, Haoyu, et al.
Published: (2022)
by: Wang, Haoyu, et al.
Published: (2022)
Adaptive Inner Speech-Text Alignment for LLM-based Speech Translation
by: Liu, Henglyu, et al.
Published: (2025)
by: Liu, Henglyu, et al.
Published: (2025)
InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems
by: Huang, Kexin, et al.
Published: (2025)
by: Huang, Kexin, et al.
Published: (2025)
From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models
by: Mu, Zhaoxi, et al.
Published: (2025)
by: Mu, Zhaoxi, et al.
Published: (2025)
StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
by: Guo, Shoutao, et al.
Published: (2025)
by: Guo, Shoutao, et al.
Published: (2025)
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
by: Wagner, Dominik, et al.
Published: (2025)
by: Wagner, Dominik, et al.
Published: (2025)
Universal Speech Enhancement with Regression and Generative Mamba
by: Chao, Rong, et al.
Published: (2025)
by: Chao, Rong, et al.
Published: (2025)
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Similar Items
-
Efficient Scaling for LLM-based ASR
by: Mu, Bingshen, et al.
Published: (2025) -
Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding
by: Huo, Mingyue, et al.
Published: (2025) -
DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data
by: Lu, Ke-Han, et al.
Published: (2024) -
Efficient Multilingual ASR Finetuning via LoRA Language Experts
by: Li, Jiahong, et al.
Published: (2025) -
DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition
by: Shao, Qijie, et al.
Published: (2025)