Speech-Omni-Lite: Portable Speech Interfaces for Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Tao, Dehua, Luo, Xuan, Tan, Daxin, Chen, Kai, Hong, Lanqing, Li, Jing, Xu, Ruifeng, Chen, Xiao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
by: Tao, Dehua, et al.
Published: (2024)
by: Tao, Dehua, et al.
Published: (2024)
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing
by: Zhang, Hanlin, et al.
Published: (2026)
by: Zhang, Hanlin, et al.
Published: (2026)
Enhancing Code-switched Text-to-Speech Synthesis Capability in Large Language Models with only Monolingual Corpora
by: Xu, Jing, et al.
Published: (2024)
by: Xu, Jing, et al.
Published: (2024)
CUEMPATHY: A Counseling Speech Dataset for Psychotherapy Research
by: Tao, Dehua, et al.
Published: (2024)
by: Tao, Dehua, et al.
Published: (2024)
Adapting Speech Foundation Models for Unified Multimodal Speech Recognition with Large Language Models
by: Zhang, Jing-Xuan, et al.
Published: (2025)
by: Zhang, Jing-Xuan, et al.
Published: (2025)
Speech Token Prediction via Compressed-to-fine Language Modeling for Speech Generation
by: Liu, Wenrui, et al.
Published: (2025)
by: Liu, Wenrui, et al.
Published: (2025)
S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation
by: Pan, Yu, et al.
Published: (2025)
by: Pan, Yu, et al.
Published: (2025)
USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models
by: Ding, Shaojin, et al.
Published: (2023)
by: Ding, Shaojin, et al.
Published: (2023)
Silent Speech Interfaces in the Era of Large Language Models: A Comprehensive Taxonomy and Systematic Review
by: Xu, Kele, et al.
Published: (2026)
by: Xu, Kele, et al.
Published: (2026)
A Survey on Speech Large Language Models for Understanding
by: Peng, Jing, et al.
Published: (2024)
by: Peng, Jing, et al.
Published: (2024)
Rethinking Flow and Diffusion Bridge Models for Speech Enhancement
by: Wang, Dahan, et al.
Published: (2026)
by: Wang, Dahan, et al.
Published: (2026)
Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
AS-Speech: Adaptive Style For Speech Synthesis
by: Li, Zhipeng, et al.
Published: (2024)
by: Li, Zhipeng, et al.
Published: (2024)
Modeling Intrapersonal and Interpersonal Influences for Automatic Estimation of Therapist Empathy in Counseling Conversation
by: Tao, Dehua, et al.
Published: (2023)
by: Tao, Dehua, et al.
Published: (2023)
Anonymization, Not Elimination: Utility-Preserved Speech Anonymization
by: Xiao, Yunchong, et al.
Published: (2026)
by: Xiao, Yunchong, et al.
Published: (2026)
DSA-Tokenizer: Disentangled Semantic-Acoustic Tokenization via Flow Matching-based Hierarchical Fusion
by: Zhang, Hanlin, et al.
Published: (2026)
by: Zhang, Hanlin, et al.
Published: (2026)
Streaming Speech Recognition with Decoder-Only Large Language Models and Latency Optimization
by: Wan, Genshun, et al.
Published: (2026)
by: Wan, Genshun, et al.
Published: (2026)
Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation
by: Li, Jiaqi, et al.
Published: (2024)
by: Li, Jiaqi, et al.
Published: (2024)
Speech World Model: Causal State-Action Planning with Explicit Reasoning for Speech
by: Zhou, Xuanru, et al.
Published: (2025)
by: Zhou, Xuanru, et al.
Published: (2025)
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
by: Shan, Weiqiao, et al.
Published: (2025)
by: Shan, Weiqiao, et al.
Published: (2025)
OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models
by: Zhu, Han, et al.
Published: (2026)
by: Zhu, Han, et al.
Published: (2026)
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)
TASU: Text-Only Alignment for Speech Understanding
by: Peng, Jing, et al.
Published: (2025)
by: Peng, Jing, et al.
Published: (2025)
Phonemes vs. Projectors: An Investigation of Speech-Language Interfaces for LLM-based ASR
by: Li, Ziwei, et al.
Published: (2026)
by: Li, Ziwei, et al.
Published: (2026)
Vision-Integrated High-Quality Neural Speech Coding
by: Guo, Yao, et al.
Published: (2025)
by: Guo, Yao, et al.
Published: (2025)
Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training
by: Yang, Yifan, et al.
Published: (2026)
by: Yang, Yifan, et al.
Published: (2026)
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer
by: Liu, Huadai, et al.
Published: (2023)
by: Liu, Huadai, et al.
Published: (2023)
Aligning Speech to Languages to Enhance Code-switching Speech Recognition
by: Liu, Hexin, et al.
Published: (2024)
by: Liu, Hexin, et al.
Published: (2024)
Learning Representation of Therapist Empathy in Counseling Conversation Using Siamese Hierarchical Attention Network
by: Tao, Dehua, et al.
Published: (2023)
by: Tao, Dehua, et al.
Published: (2023)
RLBR: Reinforcement Learning with Biasing Rewards for Contextual Speech Large Language Models
by: Ren, Bo, et al.
Published: (2026)
by: Ren, Bo, et al.
Published: (2026)
Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM
by: Cui, Wenqian, et al.
Published: (2026)
by: Cui, Wenqian, et al.
Published: (2026)
From Human Speech to Ocean Signals: Transferring Speech Large Models for Underwater Acoustic Target Recognition
by: Huang, Mengcheng, et al.
Published: (2026)
by: Huang, Mengcheng, et al.
Published: (2026)
SuPseudo: A Pseudo-supervised Learning Method for Neural Speech Enhancement in Far-field Speech Recognition
by: Luo, Longjie, et al.
Published: (2025)
by: Luo, Longjie, et al.
Published: (2025)
NAST: Noise Aware Speech Tokenization for Speech Language Models
by: Messica, Shoval, et al.
Published: (2024)
by: Messica, Shoval, et al.
Published: (2024)
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models
by: Gao, Xiaoxue, et al.
Published: (2024)
by: Gao, Xiaoxue, et al.
Published: (2024)
Selective State Space Model for Monaural Speech Enhancement
by: Chen, Moran, et al.
Published: (2024)
by: Chen, Moran, et al.
Published: (2024)
S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models
by: Fang, Yuanbo, et al.
Published: (2025)
by: Fang, Yuanbo, et al.
Published: (2025)
Few-shot Personalization via In-Context Learning for Speech Emotion Recognition based on Speech-Language Model
by: Ihori, Mana, et al.
Published: (2025)
by: Ihori, Mana, et al.
Published: (2025)
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation
by: Deng, Yimin, et al.
Published: (2024)
by: Deng, Yimin, et al.
Published: (2024)
SpeechMLC: Speech Multi-label Classification
by: Kim, Miseul, et al.
Published: (2025)
by: Kim, Miseul, et al.
Published: (2025)
Similar Items
-
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
by: Tao, Dehua, et al.
Published: (2024) -
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing
by: Zhang, Hanlin, et al.
Published: (2026) -
Enhancing Code-switched Text-to-Speech Synthesis Capability in Large Language Models with only Monolingual Corpora
by: Xu, Jing, et al.
Published: (2024) -
CUEMPATHY: A Counseling Speech Dataset for Psychotherapy Research
by: Tao, Dehua, et al.
Published: (2024) -
Adapting Speech Foundation Models for Unified Multimodal Speech Recognition with Large Language Models
by: Zhang, Jing-Xuan, et al.
Published: (2025)