LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Boyi, Zhu, Xinfa, Zhang, Zihan, Ye, Zhen, Liu, Mingshuai, Wang, Ziqian, Zhu, Yike, Ma, Guobin, Chen, Jun, Xiao, Longshuai, Weng, Chao, Xue, Wei, Xie, Lei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MeanFlowSE: One-Step Generative Speech Enhancement via MeanFlow
by: Zhu, Yike, et al.
Published: (2025)
by: Zhu, Yike, et al.
Published: (2025)
Faster Speech-LLaMA Inference with Multi-token Prediction
by: Raj, Desh, et al.
Published: (2024)
by: Raj, Desh, et al.
Published: (2024)
FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching
by: Wang, Ziqian, et al.
Published: (2025)
by: Wang, Ziqian, et al.
Published: (2025)
MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models
by: Liu, Shansong, et al.
Published: (2024)
by: Liu, Shansong, et al.
Published: (2024)
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
by: Fang, Qingkai, et al.
Published: (2024)
by: Fang, Qingkai, et al.
Published: (2024)
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition
by: Radhakrishnan, Srijith, et al.
Published: (2023)
by: Radhakrishnan, Srijith, et al.
Published: (2023)
LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
by: Fang, Qingkai, et al.
Published: (2025)
by: Fang, Qingkai, et al.
Published: (2025)
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens
by: Yeo, Jeong Hun, et al.
Published: (2025)
by: Yeo, Jeong Hun, et al.
Published: (2025)
U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding
by: Wang, Ziqian, et al.
Published: (2025)
by: Wang, Ziqian, et al.
Published: (2025)
Distil-DCCRN: A Small-footprint DCCRN Leveraging Feature-based Knowledge Distillation in Speech Enhancement
by: Han, Runduo, et al.
Published: (2024)
by: Han, Runduo, et al.
Published: (2024)
Llasa+: Free Lunch for Accelerated and Streaming Llama-Based Speech Synthesis
by: Tian, Wenjie, et al.
Published: (2025)
by: Tian, Wenjie, et al.
Published: (2025)
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition
by: Cheng, Zebang, et al.
Published: (2024)
by: Cheng, Zebang, et al.
Published: (2024)
MPO: Multidimensional Preference Optimization for Language Model-based Text-to-Speech
by: Xia, Kangxiang, et al.
Published: (2025)
by: Xia, Kangxiang, et al.
Published: (2025)
Accent-VITS:accent transfer for end-to-end TTS
by: Ma, Linhan, et al.
Published: (2023)
by: Ma, Linhan, et al.
Published: (2023)
SenSE: Semantic-Aware High-Fidelity Universal Speech Enhancement
by: Li, Xingchen, et al.
Published: (2025)
by: Li, Xingchen, et al.
Published: (2025)
Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning
by: Zhu, Xinfa, et al.
Published: (2023)
by: Zhu, Xinfa, et al.
Published: (2023)
Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy
by: Ma, Linhan, et al.
Published: (2024)
by: Ma, Linhan, et al.
Published: (2024)
SynthVC: Leveraging Synthetic Data for End-to-End Low Latency Streaming Voice Conversion
by: Guo, Zhao, et al.
Published: (2025)
by: Guo, Zhao, et al.
Published: (2025)
SponTTS: modeling and transferring spontaneous style for TTS
by: Li, Hanzhao, et al.
Published: (2023)
by: Li, Hanzhao, et al.
Published: (2023)
MeanVC: Lightweight and Streaming Zero-Shot Voice Conversion via Mean Flows
by: Ma, Guobin, et al.
Published: (2025)
by: Ma, Guobin, et al.
Published: (2025)
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement
by: Wang, Chengzhong, et al.
Published: (2024)
by: Wang, Chengzhong, et al.
Published: (2024)
Restorative Speech Enhancement: A Progressive Approach Using SE and Codec Modules
by: Chiang, Hsin-Tien, et al.
Published: (2024)
by: Chiang, Hsin-Tien, et al.
Published: (2024)
Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention
by: Zhang, Yuewei, et al.
Published: (2025)
by: Zhang, Yuewei, et al.
Published: (2025)
GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
by: Yao, Jixun, et al.
Published: (2025)
by: Yao, Jixun, et al.
Published: (2025)
Adaptive Convolution for CNN-based Speech Enhancement Models
by: Wang, Dahan, et al.
Published: (2025)
by: Wang, Dahan, et al.
Published: (2025)
A Hybrid Discriminative and Generative System for Universal Speech Enhancement
by: Liu, Yinghao, et al.
Published: (2026)
by: Liu, Yinghao, et al.
Published: (2026)
KALL-E:Autoregressive Speech Synthesis with Next-Distribution Prediction
by: Xia, Kangxiang, et al.
Published: (2024)
by: Xia, Kangxiang, et al.
Published: (2024)
A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech Enhancement
by: Zhang, Yuewei, et al.
Published: (2024)
by: Zhang, Yuewei, et al.
Published: (2024)
DialoSpeech: Dual-Speaker Dialogue Generation with LLM and Flow Matching
by: Xie, Hanke, et al.
Published: (2025)
by: Xie, Hanke, et al.
Published: (2025)
Low-latency Speech Enhancement via Speech Token Generation
by: Xue, Huaying, et al.
Published: (2023)
by: Xue, Huaying, et al.
Published: (2023)
Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement
by: Lu, Ye-Xin, et al.
Published: (2023)
by: Lu, Ye-Xin, et al.
Published: (2023)
Can Sound Replace Vision in LLaVA With Token Substitution?
by: Vosoughi, Ali, et al.
Published: (2025)
by: Vosoughi, Ali, et al.
Published: (2025)
An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement
by: Zhang, Qiquan, et al.
Published: (2024)
by: Zhang, Qiquan, 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)
DualDub: Video-to-Soundtrack Generation via Joint Speech and Background Audio Synthesis
by: Tian, Wenjie, et al.
Published: (2025)
by: Tian, Wenjie, et al.
Published: (2025)
RaD-Net: A Repairing and Denoising Network for Speech Signal Improvement
by: Liu, Mingshuai, et al.
Published: (2024)
by: Liu, Mingshuai, et al.
Published: (2024)
Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
Exploring the Capability of Mamba in Speech Applications
by: Miyazaki, Koichi, et al.
Published: (2024)
by: Miyazaki, Koichi, et al.
Published: (2024)
Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of Thought
by: Zhao, Zhixian, et al.
Published: (2025)
by: Zhao, Zhixian, et al.
Published: (2025)
Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network
by: Chen, Yanan, et al.
Published: (2024)
by: Chen, Yanan, et al.
Published: (2024)
Similar Items
-
MeanFlowSE: One-Step Generative Speech Enhancement via MeanFlow
by: Zhu, Yike, et al.
Published: (2025) -
Faster Speech-LLaMA Inference with Multi-token Prediction
by: Raj, Desh, et al.
Published: (2024) -
FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching
by: Wang, Ziqian, et al.
Published: (2025) -
MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models
by: Liu, Shansong, et al.
Published: (2024) -
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
by: Fang, Qingkai, et al.
Published: (2024)