From Flat Language Labels to Typological Priors: Structured Language Conditioning for Multilingual Speech-to-Speech Translation
Fuente:
arXiv
Saved in:
| Main Authors: | Pan, Yu, Hou, Yang, Wu, Xiongfei, Zhang, Liang, Traon, Yves Le, Ma, Lei, Zhao, Jianjun |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models
by: Hirak, Vitalii, et al.
Published: (2026)
by: Hirak, Vitalii, et al.
Published: (2026)
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
by: Hu, Yuchen, et al.
Published: (2024)
by: Hu, Yuchen, et al.
Published: (2024)
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
by: Zhang, Yuhao, et al.
Published: (2025)
by: Zhang, Yuhao, et al.
Published: (2025)
Speech-to-Speech Translation Pipelines for Conversations in Low-Resource Languages
by: Popescu-Belis, Andrei, et al.
Published: (2025)
by: Popescu-Belis, Andrei, et al.
Published: (2025)
Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion
by: Du, Yexing, et al.
Published: (2026)
by: Du, Yexing, et al.
Published: (2026)
Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation
by: Le, Chenyang, et al.
Published: (2025)
by: Le, Chenyang, et al.
Published: (2025)
Phonology-Guided Speech-to-Speech Translation for African Languages
by: Ochieng, Peter, et al.
Published: (2024)
by: Ochieng, Peter, et al.
Published: (2024)
The Tower of Babel Revisited: Multilingual Jailbreak Prompts on Closed-Source Large Language Models
by: Huang, Linghan, et al.
Published: (2025)
by: Huang, Linghan, et al.
Published: (2025)
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model
by: Ouyang, Siqi, et al.
Published: (2025)
by: Ouyang, Siqi, et al.
Published: (2025)
End-to-End Speech Translation for Low-Resource Languages Using Weakly Labeled Data
by: Pothula, Aishwarya, et al.
Published: (2025)
by: Pothula, Aishwarya, et al.
Published: (2025)
Transformer-Encoder Trees for Efficient Multilingual Machine Translation and Speech Translation
by: Guan, Yiwen, et al.
Published: (2025)
by: Guan, Yiwen, et al.
Published: (2025)
Ethio-ASR: Joint Multilingual Speech Recognition and Language Identification for Ethiopian Languages
by: Abdullah, Badr M., et al.
Published: (2026)
by: Abdullah, Badr M., et al.
Published: (2026)
Gradient-Informed Training for Low-Resource Multilingual Speech Translation
by: Sun, Ruiyan, et al.
Published: (2026)
by: Sun, Ruiyan, et al.
Published: (2026)
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)
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
Task Arithmetic for Language Expansion in Speech Translation
by: Cheng, Yao-Fei, et al.
Published: (2024)
by: Cheng, Yao-Fei, et al.
Published: (2024)
Speech Translation Refinement using Large Language Models
by: Dou, Huaixia, et al.
Published: (2025)
by: Dou, Huaixia, et al.
Published: (2025)
Omnilingual ASR: Open-Source Multilingual Speech Recognition for 1600+ Languages
by: Omnilingual ASR team, et al.
Published: (2025)
by: Omnilingual ASR team, et al.
Published: (2025)
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
by: Wu, Suhang, et al.
Published: (2025)
by: Wu, Suhang, et al.
Published: (2025)
Multilingual Hate Speech Detection in Social Media Using Translation-Based Approaches with Large Language Models
by: Usman, Muhammad, et al.
Published: (2025)
by: Usman, Muhammad, et al.
Published: (2025)
"Is Hate Lost in Translation?": Evaluation of Multilingual LGBTQIA+ Hate Speech Detection
by: Chan, Fai Leui, et al.
Published: (2024)
by: Chan, Fai Leui, et al.
Published: (2024)
AfriVoices-KE: A Multilingual Speech Dataset for Kenyan Languages
by: Wanzare, Lilian, et al.
Published: (2026)
by: Wanzare, Lilian, et al.
Published: (2026)
MCAT: Scaling Many-to-Many Speech-to-Text Translation with MLLMs to 70 Languages
by: Du, Yexing, et al.
Published: (2025)
by: Du, Yexing, et al.
Published: (2025)
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
SeamlessExpressiveLM: Speech Language Model for Expressive Speech-to-Speech Translation with Chain-of-Thought
by: Gong, Hongyu, et al.
Published: (2024)
by: Gong, Hongyu, et al.
Published: (2024)
Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision
by: Gopal, Shreyas, et al.
Published: (2026)
by: Gopal, Shreyas, et al.
Published: (2026)
AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
by: Muhammad, Shamsuddeen Hassan, et al.
Published: (2025)
by: Muhammad, Shamsuddeen Hassan, et al.
Published: (2025)
EuroSpeech: A Multilingual Speech Corpus
by: Pfisterer, Samuel, et al.
Published: (2025)
by: Pfisterer, Samuel, et al.
Published: (2025)
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection
by: Lin, Hsi-Che, et al.
Published: (2024)
by: Lin, Hsi-Che, et al.
Published: (2024)
FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
by: Guo, Shoutao, et al.
Published: (2025)
by: Guo, Shoutao, et al.
Published: (2025)
IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages
by: Javed, Tahir, et al.
Published: (2024)
by: Javed, Tahir, et al.
Published: (2024)
ILT-Iterative LoRA Training through Focus-Feedback-Fix for Multilingual Speech Recognition
by: Meng, Qingliang, et al.
Published: (2025)
by: Meng, Qingliang, et al.
Published: (2025)
From Theory to Therapy: How South African Speech‐Language Pathologists Use Language Sample Analysis for Multilingual Children
by: Petria Winter, et al.
Published: (2026)
by: Petria Winter, et al.
Published: (2026)
Diving Deep Into the Relationship Between Speech Fluency and Second Language Proficiency: A Meta‐Analysis
by: Xun Yan, et al.
Published: (2025)
by: Xun Yan, et al.
Published: (2025)
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks
by: Chang, Kai-Wei, et al.
Published: (2024)
by: Chang, Kai-Wei, et al.
Published: (2024)
DPO-Tuned Large Language Models for Segmentation in Simultaneous Speech Translation
by: Yang, Zeyu, et al.
Published: (2025)
by: Yang, Zeyu, et al.
Published: (2025)
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)
HInter: Exposing Hidden Intersectional Bias in Large Language Models
by: Souani, Badr, et al.
Published: (2025)
by: Souani, Badr, et al.
Published: (2025)
Typologically-Informed Candidate Reranking for LLM-based Translation into Low-Resource Languages
by: Abeykoon, Nipuna, et al.
Published: (2026)
by: Abeykoon, Nipuna, et al.
Published: (2026)
Similar Items
-
S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation
by: Pan, Yu, et al.
Published: (2025) -
Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models
by: Hirak, Vitalii, et al.
Published: (2026) -
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
by: Hu, Yuchen, et al.
Published: (2024) -
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
by: Zhang, Yuhao, et al.
Published: (2025) -
Speech-to-Speech Translation Pipelines for Conversations in Low-Resource Languages
by: Popescu-Belis, Andrei, et al.
Published: (2025)