Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yuhao, Ma, Xiangnan, Kou, Kaiqi, Liu, Peizhuo, Shan, Weiqiao, Wang, Benyou, Xiao, Tong, Huang, Yuxin, Yu, Zhengtao, Zhu, Jingbo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation
by: Duret, Jarod, et al.
Published: (2024)
by: Duret, Jarod, et al.
Published: (2024)
Textless and Non-Parallel Speech-to-Speech Emotion Style Transfer
by: Dutta, Soumya, et al.
Published: (2025)
by: Dutta, Soumya, et al.
Published: (2025)
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing
by: Choi, Jeongsoo, et al.
Published: (2025)
by: Choi, Jeongsoo, et al.
Published: (2025)
MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction
by: Wang, Jianjin, et al.
Published: (2025)
by: Wang, Jianjin, 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)
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation
by: Hwang, Min-Jae, et al.
Published: (2024)
by: Hwang, Min-Jae, et al.
Published: (2024)
MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
CTC-based Non-autoregressive Textless Speech-to-Speech Translation
by: Fang, Qingkai, et al.
Published: (2024)
by: Fang, Qingkai, et al.
Published: (2024)
Optimizing Speech Multi-View Feature Fusion through Conditional Computation
by: Shan, Weiqiao, et al.
Published: (2025)
by: Shan, Weiqiao, et al.
Published: (2025)
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
by: Wang, Linqin, et al.
Published: (2024)
by: Wang, Linqin, et al.
Published: (2024)
Recent Advances in End-to-End Simultaneous Speech Translation
by: Liu, Xiaoqian, et al.
Published: (2024)
by: Liu, Xiaoqian, et al.
Published: (2024)
Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer
by: Wang, Yongqi, et al.
Published: (2023)
by: Wang, Yongqi, et al.
Published: (2023)
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
by: Chen, Peikun, et al.
Published: (2024)
by: Chen, Peikun, et al.
Published: (2024)
Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis
by: Liao, Shijia, et al.
Published: (2024)
by: Liao, Shijia, et al.
Published: (2024)
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis
by: Tao, Dehua, et al.
Published: (2024)
by: Tao, Dehua, et al.
Published: (2024)
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)
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)
Compact Speech Translation Models via Discrete Speech Units Pretraining
by: Lam, Tsz Kin, et al.
Published: (2024)
by: Lam, Tsz Kin, et al.
Published: (2024)
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)
A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation
by: Liu, Xiaoqian, et al.
Published: (2024)
by: Liu, Xiaoqian, et al.
Published: (2024)
Advancing Electrolaryngeal Speech Enhancement Through Speech-Text Representation Learning
by: Ma, Ding, et al.
Published: (2026)
by: Ma, Ding, et al.
Published: (2026)
Textless Streaming Speech-to-Speech Translation using Semantic Speech Tokens
by: Zhao, Jinzheng, et al.
Published: (2024)
by: Zhao, Jinzheng, et al.
Published: (2024)
Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
by: Tsiamas, Ioannis, et al.
Published: (2024)
by: Tsiamas, Ioannis, et al.
Published: (2024)
Advancing Speech Translation: A Corpus of Mandarin-English Conversational Telephone Speech
by: Wotherspoon, Shannon, et al.
Published: (2024)
by: Wotherspoon, Shannon, et al.
Published: (2024)
Self-Supervised Speech Quality Assessment (S3QA): Leveraging Speech Foundation Models for a Scalable Speech Quality Metric
by: Ogg, Mattson, et al.
Published: (2025)
by: Ogg, Mattson, et al.
Published: (2025)
FleSpeech: Flexibly Controllable Speech Generation with Various Prompts
by: Li, Hanzhao, et al.
Published: (2025)
by: Li, Hanzhao, et al.
Published: (2025)
DrawSpeech: Expressive Speech Synthesis Using Prosodic Sketches as Control Conditions
by: Chen, Weidong, et al.
Published: (2025)
by: Chen, Weidong, et al.
Published: (2025)
Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation
by: Hirschkind, Nameer, et al.
Published: (2024)
by: Hirschkind, Nameer, et al.
Published: (2024)
SpeechBERTScore: Reference-Aware Automatic Evaluation of Speech Generation Leveraging NLP Evaluation Metrics
by: Saeki, Takaaki, et al.
Published: (2024)
by: Saeki, Takaaki, et al.
Published: (2024)
Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs
by: Futami, Hayato, et al.
Published: (2025)
by: Futami, Hayato, et al.
Published: (2025)
High-Fidelity Simultaneous Speech-To-Speech Translation
by: Labiausse, Tom, et al.
Published: (2025)
by: Labiausse, Tom, et al.
Published: (2025)
Direct Speech to Speech Translation: A Review
by: Sarim, Mohammad, et al.
Published: (2025)
by: Sarim, Mohammad, et al.
Published: (2025)
UTDUSS: UTokyo-SaruLab System for Interspeech2024 Speech Processing Using Discrete Speech Unit Challenge
by: Nakata, Wataru, et al.
Published: (2024)
by: Nakata, Wataru, et al.
Published: (2024)
Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech Translation
by: Kim, Minsu, et al.
Published: (2023)
by: Kim, Minsu, et al.
Published: (2023)
Simultaneous Speech-to-Speech Translation Without Aligned Data
by: Labiausse, Tom, et al.
Published: (2026)
by: Labiausse, Tom, et al.
Published: (2026)
Advanced Zero-Shot Text-to-Speech for Background Removal and Preservation with Controllable Masked Speech Prediction
by: Zhang, Leying, et al.
Published: (2025)
by: Zhang, Leying, et al.
Published: (2025)
SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation
by: Deng, Keqi, et al.
Published: (2025)
by: Deng, Keqi, et al.
Published: (2025)
MSceneSpeech: A Multi-Scene Speech Dataset For Expressive Speech Synthesis
by: Yang, Qian, et al.
Published: (2024)
by: Yang, Qian, et al.
Published: (2024)
The Interspeech 2024 Challenge on Speech Processing Using Discrete Units
by: Chang, Xuankai, et al.
Published: (2024)
by: Chang, Xuankai, et al.
Published: (2024)
BENYO-S2ST-Corpus-1: A Bilingual English-to-Yoruba Direct Speech-to-Speech Translation Corpus
by: Adetiba, Emmanuel, et al.
Published: (2025)
by: Adetiba, Emmanuel, et al.
Published: (2025)
Similar Items
-
Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation
by: Duret, Jarod, et al.
Published: (2024) -
Textless and Non-Parallel Speech-to-Speech Emotion Style Transfer
by: Dutta, Soumya, et al.
Published: (2025) -
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing
by: Choi, Jeongsoo, et al.
Published: (2025) -
MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction
by: Wang, Jianjin, et al.
Published: (2025) -
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
by: Shan, Weiqiao, et al.
Published: (2025)