Speak in Context: Multilingual ASR with Speech Context Alignment via Contrastive Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yuchen, Mouratidis, Haralambos, Shekhar, Ravi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Language Family Matters: Evaluating LLM-Based ASR Across Linguistic Boundaries
by: Zhang, Yuchen, et al.
Published: (2026)
by: Zhang, Yuchen, et al.
Published: (2026)
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
by: Peng, Yizhou, et al.
Published: (2025)
by: Peng, Yizhou, et al.
Published: (2025)
Practitioner's challenges in designing trust into online systems
by: Haralambos Mouratidis
Published: (2010)
by: Haralambos Mouratidis
Published: (2010)
Conversational Alignment with Artificial Intelligence in Context
by: Sterken, Rachel Katharine, et al.
Published: (2025)
by: Sterken, Rachel Katharine, et al.
Published: (2025)
Language Steering for Multilingual In-Context Learning
by: Kirtane, Neeraja, et al.
Published: (2026)
by: Kirtane, Neeraja, et al.
Published: (2026)
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
by: Qin, Chengwei, et al.
Published: (2023)
by: Qin, Chengwei, et al.
Published: (2023)
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
by: Tu, Yilei, et al.
Published: (2025)
by: Tu, Yilei, et al.
Published: (2025)
Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning
by: Cho, Hyundong, et al.
Published: (2025)
by: Cho, Hyundong, et al.
Published: (2025)
PROFASR-BENCH: A Benchmark for Context-Conditioned ASR in High-Stakes Professional Speech
by: Piskala, Deepak Babu
Published: (2025)
by: Piskala, Deepak Babu
Published: (2025)
Configurable Multilingual ASR with Speech Summary Representations
by: Zhu, Harrison, et al.
Published: (2024)
by: Zhu, Harrison, et al.
Published: (2024)
ContextASR-Bench: A Massive Contextual Speech Recognition Benchmark
by: Wang, He, et al.
Published: (2025)
by: Wang, He, et al.
Published: (2025)
On the Role of Encoder Depth: Pruning Whisper and LoRA Fine-Tuning in SLAM-ASR
by: Kolluri, Ganesh Pavan Kartikeya Bharadwaj, et al.
Published: (2026)
by: Kolluri, Ganesh Pavan Kartikeya Bharadwaj, et al.
Published: (2026)
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)
Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning
by: Choenni, Rochelle, et al.
Published: (2024)
by: Choenni, Rochelle, et al.
Published: (2024)
Multimodal Contrastive In-Context Learning
by: Miyanishi, Yosuke, et al.
Published: (2024)
by: Miyanishi, Yosuke, et al.
Published: (2024)
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)
SW-ASR: A Context-Aware Hybrid ASR Pipeline for Robust Single Word Speech Recognition
by: Sharma, Manali, et al.
Published: (2026)
by: Sharma, Manali, et al.
Published: (2026)
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)
Zero-Shot Context-Aware ASR for Diverse Arabic Varieties
by: Talafha, Bashar, et al.
Published: (2025)
by: Talafha, Bashar, et al.
Published: (2025)
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
by: Wang, Yiming, et al.
Published: (2025)
by: Wang, Yiming, et al.
Published: (2025)
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis
by: Zhang, Miaoran, et al.
Published: (2024)
by: Zhang, Miaoran, et al.
Published: (2024)
Polyglot-Lion: Efficient Multilingual ASR for Singapore via Balanced Fine-Tuning of Qwen3-ASR
by: Dang, Quy-Anh, et al.
Published: (2026)
by: Dang, Quy-Anh, et al.
Published: (2026)
Semi-Autoregressive Streaming ASR With Label Context
by: Arora, Siddhant, et al.
Published: (2023)
by: Arora, Siddhant, et al.
Published: (2023)
When Helpful Context Leaks: Privacy Risks in Domain-Adapted ASR
by: Züfle, Maike, et al.
Published: (2026)
by: Züfle, Maike, et al.
Published: (2026)
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models
by: Kaneko, Masahiro, et al.
Published: (2025)
by: Kaneko, Masahiro, et al.
Published: (2025)
Benchmarking Multilingual Speech Models on Pashto: Zero-Shot ASR, Script Failure, and Cross-Domain Evaluation
by: Rahman, Hanif
Published: (2026)
by: Rahman, Hanif
Published: (2026)
Hit-RAG: Learning to Reason with Long Contexts via Preference Alignment
by: Liu, Junming, et al.
Published: (2026)
by: Liu, Junming, et al.
Published: (2026)
Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
by: Peng, Keqin, et al.
Published: (2025)
by: Peng, Keqin, et al.
Published: (2025)
Take Off the Training Wheels Progressive In-Context Learning for Effective Alignment
by: Liu, Zhenyu, et al.
Published: (2025)
by: Liu, Zhenyu, et al.
Published: (2025)
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment
by: Huang, Heyan, et al.
Published: (2024)
by: Huang, Heyan, et al.
Published: (2024)
SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment
by: Chen, Quan Ze, et al.
Published: (2024)
by: Chen, Quan Ze, et al.
Published: (2024)
LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning
by: Ji, Mengmeng, et al.
Published: (2026)
by: Ji, Mengmeng, et al.
Published: (2026)
PART: Progressive Alignment Representation Training for Multilingual Speech-To-Text with LLMs
by: Zhang, Pei, et al.
Published: (2025)
by: Zhang, Pei, et al.
Published: (2025)
Evaluating Multilingual Long-Context Models for Retrieval and Reasoning
by: Agrawal, Ameeta, et al.
Published: (2024)
by: Agrawal, Ameeta, et al.
Published: (2024)
Will I Get Hate Speech Predicting the Volume of Abusive Replies before Posting in Social Media
by: Alharthi, Raneem, et al.
Published: (2025)
by: Alharthi, Raneem, et al.
Published: (2025)
Submodular Context Partitioning and Compression for In-Context Learning
by: Zheng, Shaoyi, et al.
Published: (2025)
by: Zheng, Shaoyi, et al.
Published: (2025)
Voice Biomarker Analysis and Automated Severity Classification of Dysarthric Speech in a Multilingual Context
by: Yeo, Eunjung
Published: (2024)
by: Yeo, Eunjung
Published: (2024)
Customizing Language Model Responses with Contrastive In-Context Learning
by: Gao, Xiang, et al.
Published: (2024)
by: Gao, Xiang, et al.
Published: (2024)
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment
by: Tang, Jiwei, et al.
Published: (2025)
by: Tang, Jiwei, et al.
Published: (2025)
LaSR: Context-Aware Speech Recognition via Latent Reasoning
by: Liu, Heyang, et al.
Published: (2026)
by: Liu, Heyang, et al.
Published: (2026)
Similar Items
-
Language Family Matters: Evaluating LLM-Based ASR Across Linguistic Boundaries
by: Zhang, Yuchen, et al.
Published: (2026) -
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
by: Peng, Yizhou, et al.
Published: (2025) -
Practitioner's challenges in designing trust into online systems
by: Haralambos Mouratidis
Published: (2010) -
Conversational Alignment with Artificial Intelligence in Context
by: Sterken, Rachel Katharine, et al.
Published: (2025) -
Language Steering for Multilingual In-Context Learning
by: Kirtane, Neeraja, et al.
Published: (2026)