Explore the Reinforcement Learning for the LLM based ASR and TTS system
Fuente:
arXiv
Saved in:
| Main Authors: | Gao, Changfeng, Li, Yabin, An, Keyu, Gao, Zhifu, Du, Zhihao, Zhao, Han, Li, Xiangang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RRPO: Robust Reward Policy Optimization for LLM-based Emotional TTS
by: Wang, Cong, et al.
Published: (2025)
by: Wang, Cong, et al.
Published: (2025)
Differentiable Reward Optimization for LLM based TTS system
by: Gao, Changfeng, et al.
Published: (2025)
by: Gao, Changfeng, et al.
Published: (2025)
MELA-TTS: Joint transformer-diffusion model with representation alignment for speech synthesis
by: An, Keyu, et al.
Published: (2025)
by: An, Keyu, et al.
Published: (2025)
Fun-ASR Technical Report
by: An, Keyu, et al.
Published: (2025)
by: An, Keyu, et al.
Published: (2025)
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training
by: Du, Zhihao, et al.
Published: (2025)
by: Du, Zhihao, et al.
Published: (2025)
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity
by: Ma, Ziyang, et al.
Published: (2024)
by: Ma, Ziyang, et al.
Published: (2024)
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
by: An, Keyu, et al.
Published: (2024)
by: An, Keyu, et al.
Published: (2024)
Paraformer-v2: An improved non-autoregressive transformer for noise-robust speech recognition
by: An, Keyu, et al.
Published: (2024)
by: An, Keyu, et al.
Published: (2024)
CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens
by: Du, Zhihao, et al.
Published: (2024)
by: Du, Zhihao, et al.
Published: (2024)
UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information
by: Wang, Rui, et al.
Published: (2025)
by: Wang, Rui, et al.
Published: (2025)
CTC-TTS: LLM-based dual-streaming text-to-speech with CTC alignment
by: Liu, Hanwen, et al.
Published: (2026)
by: Liu, Hanwen, et al.
Published: (2026)
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets
by: Liu, Chenlin, et al.
Published: (2025)
by: Liu, Chenlin, et al.
Published: (2025)
Enhancing Low-Resource ASR through Versatile TTS: Bridging the Data Gap
by: Yang, Guanrou, et al.
Published: (2024)
by: Yang, Guanrou, et al.
Published: (2024)
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens
by: Wang, Xinsheng, et al.
Published: (2025)
by: Wang, Xinsheng, et al.
Published: (2025)
On the Effectiveness of Acoustic BPE in Decoder-Only TTS
by: Li, Bohan, et al.
Published: (2024)
by: Li, Bohan, et al.
Published: (2024)
Towards Lightweight and Stable Zero-shot TTS with Self-distilled Representation Disentanglement
by: Chen, Qianniu, et al.
Published: (2025)
by: Chen, Qianniu, et al.
Published: (2025)
A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data
by: Chou, Cheng-Kang, et al.
Published: (2025)
by: Chou, Cheng-Kang, et al.
Published: (2025)
ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis
by: Li, Haitao, et al.
Published: (2026)
by: Li, Haitao, et al.
Published: (2026)
SonoEdit: Null-Space Constrained Knowledge Editing for Pronunciation Correction in LLM-Based TTS
by: Singh, Ayush Pratap, et al.
Published: (2026)
by: Singh, Ayush Pratap, et al.
Published: (2026)
Data-Efficient ASR Personalization for Non-Normative Speech Using an Uncertainty-Based Phoneme Difficulty Score for Guided Sampling
by: Pokel, Niclas, et al.
Published: (2025)
by: Pokel, Niclas, et al.
Published: (2025)
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting
by: Han, Wooseok, et al.
Published: (2024)
by: Han, Wooseok, et al.
Published: (2024)
Unifying Streaming and Non-streaming Zipformer-based ASR
by: Sharma, Bidisha, et al.
Published: (2025)
by: Sharma, Bidisha, et al.
Published: (2025)
Boosting Code-Switching ASR with Mixture of Experts Enhanced Speech-Conditioned LLM
by: Zhang, Fengrun, et al.
Published: (2024)
by: Zhang, Fengrun, et al.
Published: (2024)
EmoSteer-TTS: Fine-Grained and Training-Free Emotion-Controllable Text-to-Speech via Activation Steering
by: Xie, Tianxin, et al.
Published: (2025)
by: Xie, Tianxin, et al.
Published: (2025)
MaLa-ASR: Multimedia-Assisted LLM-Based ASR
by: Yang, Guanrou, et al.
Published: (2024)
by: Yang, Guanrou, et al.
Published: (2024)
VIBEVOICE-ASR Technical Report
by: Peng, Zhiliang, et al.
Published: (2026)
by: Peng, Zhiliang, et al.
Published: (2026)
MPE-TTS: Customized Emotion Zero-Shot Text-To-Speech Using Multi-Modal Prompt
by: Wu, Zhichao, et al.
Published: (2025)
by: Wu, Zhichao, et al.
Published: (2025)
CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR
by: Shao, Nian, et al.
Published: (2025)
by: Shao, Nian, et al.
Published: (2025)
A Non-autoregressive Model for Joint STT and TTS
by: Sunder, Vishal, et al.
Published: (2025)
by: Sunder, Vishal, et al.
Published: (2025)
DPI-TTS: Directional Patch Interaction for Fast-Converging and Style Temporal Modeling in Text-to-Speech
by: Qi, Xin, et al.
Published: (2024)
by: Qi, Xin, et al.
Published: (2024)
Training-Free Intelligibility-Guided Observation Addition for Noisy ASR
by: Li, Haoyang, et al.
Published: (2026)
by: Li, Haoyang, et al.
Published: (2026)
CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models
by: Du, Zhihao, et al.
Published: (2024)
by: Du, Zhihao, et al.
Published: (2024)
Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance
by: Hussain, Shehzeen, et al.
Published: (2025)
by: Hussain, Shehzeen, et al.
Published: (2025)
LoRP-TTS: Low-Rank Personalized Text-To-Speech
by: Bondaruk, Łukasz, et al.
Published: (2025)
by: Bondaruk, Łukasz, et al.
Published: (2025)
UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models
by: Guan, Wenhao, et al.
Published: (2025)
by: Guan, Wenhao, et al.
Published: (2025)
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement
by: Chen, Chih-Ning, et al.
Published: (2026)
by: Chen, Chih-Ning, et al.
Published: (2026)
Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment
by: Neekhara, Paarth, et al.
Published: (2024)
by: Neekhara, Paarth, et al.
Published: (2024)
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition
by: Hu, Shujie, et al.
Published: (2024)
by: Hu, Shujie, et al.
Published: (2024)
Counterfactual Activation Editing for Post-hoc Prosody and Mispronunciation Correction in TTS Models
by: Lee, Kyowoon, et al.
Published: (2025)
by: Lee, Kyowoon, et al.
Published: (2025)
Chatterbox-Flash: Prior-Calibrated Block Diffusion for Streaming Zero-Shot TTS
by: Seo, Deokjin, et al.
Published: (2026)
by: Seo, Deokjin, et al.
Published: (2026)
Similar Items
-
RRPO: Robust Reward Policy Optimization for LLM-based Emotional TTS
by: Wang, Cong, et al.
Published: (2025) -
Differentiable Reward Optimization for LLM based TTS system
by: Gao, Changfeng, et al.
Published: (2025) -
MELA-TTS: Joint transformer-diffusion model with representation alignment for speech synthesis
by: An, Keyu, et al.
Published: (2025) -
Fun-ASR Technical Report
by: An, Keyu, et al.
Published: (2025) -
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training
by: Du, Zhihao, et al.
Published: (2025)