Seewo's Submission to MLC-SLM: Lessons learned from Speech Reasoning Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Bo, Xu, Chengben, Zhang, Wufeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Eloquence team submission for task 1 of MLC-SLM challenge
by: Concina, Lorenzo, et al.
Published: (2025)
by: Concina, Lorenzo, et al.
Published: (2025)
GOAT-SLM: A Spoken Language Model with Paralinguistic and Speaker Characteristic Awareness
by: Chen, Hongjie, et al.
Published: (2025)
by: Chen, Hongjie, et al.
Published: (2025)
Transsion Multilingual Speech Recognition System for MLC-SLM 2025 Challenge
by: Li, Xiaoxiao, et al.
Published: (2025)
by: Li, Xiaoxiao, et al.
Published: (2025)
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions
by: Wang, Siyin, et al.
Published: (2025)
by: Wang, Siyin, et al.
Published: (2025)
The DKU System for Multi-Speaker Automatic Speech Recognition in MLC-SLM Challenge
by: Lin, Yuke, et al.
Published: (2025)
by: Lin, Yuke, et al.
Published: (2025)
Dual Information Speech Language Models for Emotional Conversations
by: Wang, Chun, et al.
Published: (2025)
by: Wang, Chun, et al.
Published: (2025)
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)
Roadmap towards Superhuman Speech Understanding using Large Language Models
by: Bu, Fan, et al.
Published: (2024)
by: Bu, Fan, 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)
SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models
by: Yao, Wenhan, et al.
Published: (2025)
by: Yao, Wenhan, et al.
Published: (2025)
The TEA-ASLP System for Multilingual Conversational Speech Recognition and Speech Diarization in MLC-SLM 2025 Challenge
by: Xue, Hongfei, et al.
Published: (2025)
by: Xue, Hongfei, et al.
Published: (2025)
WavLLM: Towards Robust and Adaptive Speech Large Language Model
by: Hu, Shujie, et al.
Published: (2024)
by: Hu, Shujie, et al.
Published: (2024)
Towards Robust Speech Representation Learning for Thousands of Languages
by: Chen, William, et al.
Published: (2024)
by: Chen, William, et al.
Published: (2024)
ParaSpeechCLAP: A Dual-Encoder Speech-Text Model for Rich Stylistic Language-Audio Pretraining
by: Diwan, Anuj, et al.
Published: (2026)
by: Diwan, Anuj, et al.
Published: (2026)
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions
by: Meng, Lingwei, et al.
Published: (2024)
by: Meng, Lingwei, et al.
Published: (2024)
The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology
by: Patel, Fagun, et al.
Published: (2025)
by: Patel, Fagun, et al.
Published: (2025)
Get Large Language Models Ready to Speak: A Late-fusion Approach for Speech Generation
by: Shen, Maohao, et al.
Published: (2024)
by: Shen, Maohao, et al.
Published: (2024)
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
by: Zhang, Shaolei, et al.
Published: (2024)
by: Zhang, Shaolei, et al.
Published: (2024)
SpeechPrune: Context-aware Token Pruning for Speech Information Retrieval
by: Lin, Yueqian, et al.
Published: (2024)
by: Lin, Yueqian, et al.
Published: (2024)
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors
by: Ma, Rao, et al.
Published: (2025)
by: Ma, Rao, et al.
Published: (2025)
OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model
by: Wang, Chen, et al.
Published: (2025)
by: Wang, Chen, et al.
Published: (2025)
FastSLM: Hierarchical Temporal Abstraction for Efficient Long-Form Speech Adaptation
by: Lee, Junseok, et al.
Published: (2026)
by: Lee, Junseok, et al.
Published: (2026)
Device-Directed Speech Detection for Follow-up Conversations Using Large Language Models
by: Ognjen, et al.
Published: (2024)
by: Ognjen, et al.
Published: (2024)
Serialized Output Prompting for Large Language Model-based Multi-Talker Speech Recognition
by: Shi, Hao, et al.
Published: (2025)
by: Shi, Hao, et al.
Published: (2025)
NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
by: Wang, Qichao, et al.
Published: (2025)
by: Wang, Qichao, et al.
Published: (2025)
SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition
by: Wu, Yihan, et al.
Published: (2024)
by: Wu, Yihan, et al.
Published: (2024)
Self-supervised Speech Models for Word-Level Stuttered Speech Detection
by: Shih, Yi-Jen, et al.
Published: (2024)
by: Shih, Yi-Jen, et al.
Published: (2024)
From Scores to Preferences: Redefining MOS Benchmarking for Speech Quality Reward Modeling
by: Cao, Yifei, et al.
Published: (2025)
by: Cao, Yifei, et al.
Published: (2025)
Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music
by: Ghosh, Sreyan, et al.
Published: (2026)
by: Ghosh, Sreyan, et al.
Published: (2026)
KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness
by: Kim, Jinyoung, et al.
Published: (2026)
by: Kim, Jinyoung, et al.
Published: (2026)
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
by: Ghosh, Sreyan, et al.
Published: (2023)
by: Ghosh, Sreyan, et al.
Published: (2023)
BAT: Learning to Reason about Spatial Sounds with Large Language Models
by: Zheng, Zhisheng, et al.
Published: (2024)
by: Zheng, Zhisheng, et al.
Published: (2024)
Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis
by: Ye, Zongli, et al.
Published: (2025)
by: Ye, Zongli, et al.
Published: (2025)
Adapting Foundation Speech Recognition Models to Impaired Speech: A Semantic Re-chaining Approach for Personalization of German Speech
by: Pokel, Niclas, et al.
Published: (2025)
by: Pokel, Niclas, et al.
Published: (2025)
ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models
by: Hsiao, Chi-Yuan, et al.
Published: (2026)
by: Hsiao, Chi-Yuan, et al.
Published: (2026)
SSDM: Scalable Speech Dysfluency Modeling
by: Lian, Jiachen, et al.
Published: (2024)
by: Lian, Jiachen, et al.
Published: (2024)
SightSound-R1: Cross-Modal Reasoning Distillation from Vision to Audio Language Models
by: Wang, Qiaolin, et al.
Published: (2025)
by: Wang, Qiaolin, et al.
Published: (2025)
Benchmarking Automatic Speech Recognition for Indian Languages in Agricultural Contexts
by: S, Chandrashekar M, et al.
Published: (2026)
by: S, Chandrashekar M, et al.
Published: (2026)
Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation
by: Zhao, Qiuming, et al.
Published: (2025)
by: Zhao, Qiuming, et al.
Published: (2025)
Similar Items
-
The Eloquence team submission for task 1 of MLC-SLM challenge
by: Concina, Lorenzo, et al.
Published: (2025) -
GOAT-SLM: A Spoken Language Model with Paralinguistic and Speaker Characteristic Awareness
by: Chen, Hongjie, et al.
Published: (2025) -
Transsion Multilingual Speech Recognition System for MLC-SLM 2025 Challenge
by: Li, Xiaoxiao, et al.
Published: (2025) -
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions
by: Wang, Siyin, et al.
Published: (2025) -
The DKU System for Multi-Speaker Automatic Speech Recognition in MLC-SLM Challenge
by: Lin, Yuke, et al.
Published: (2025)