Advancing Speech Understanding in Speech-Aware Language Models with GRPO
Fuente:
arXiv
Saved in:
| Main Authors: | Elmakies, Avishai, Aronowitz, Hagai, Shabtay, Nimrod, Schwartz, Eli, Hoory, Ron, Dekel, Avihu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
by: Aronowitz, Hagai, et al.
Published: (2026)
by: Aronowitz, Hagai, et al.
Published: (2026)
Spoken question answering for visual queries
by: Shabtay, Nimrod, et al.
Published: (2025)
by: Shabtay, Nimrod, et al.
Published: (2025)
Speech Synthesis From Continuous Features Using Per-Token Latent Diffusion
by: Turetzky, Arnon, et al.
Published: (2024)
by: Turetzky, Arnon, et al.
Published: (2024)
Unsupervised Speech Segmentation: A General Approach Using Speech Language Models
by: Elmakies, Avishai, et al.
Published: (2025)
by: Elmakies, Avishai, et al.
Published: (2025)
Slamming: Training a Speech Language Model on One GPU in a Day
by: Maimon, Gallil, et al.
Published: (2025)
by: Maimon, Gallil, et al.
Published: (2025)
Exploring the Benefits of Tokenization of Discrete Acoustic Units
by: Dekel, Avihu, et al.
Published: (2024)
by: Dekel, Avihu, et al.
Published: (2024)
Knowing What to Stress: A Discourse-Conditioned Text-to-Speech Benchmark
by: Turetzky, Arnon, et al.
Published: (2026)
by: Turetzky, Arnon, et al.
Published: (2026)
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)
LAST: Language Model Aware Speech Tokenization
by: Turetzky, Arnon, et al.
Published: (2024)
by: Turetzky, Arnon, et al.
Published: (2024)
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)
On the Evaluation of Speech Foundation Models for Spoken Language Understanding
by: Arora, Siddhant, et al.
Published: (2024)
by: Arora, Siddhant, et al.
Published: (2024)
OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia
by: Geng, Xuelong, et al.
Published: (2025)
by: Geng, Xuelong, et al.
Published: (2025)
Recent Advances in Speech Language Models: A Survey
by: Cui, Wenqian, et al.
Published: (2024)
by: Cui, Wenqian, et al.
Published: (2024)
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
by: Zhang, Xin, et al.
Published: (2023)
by: Zhang, Xin, et al.
Published: (2023)
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)
SSR: Alignment-Aware Modality Connector for Speech Language Models
by: Tan, Weiting, et al.
Published: (2024)
by: Tan, Weiting, et al.
Published: (2024)
Low Bitrate High-Quality RVQGAN-based Discrete Speech Tokenizer
by: Shechtman, Slava, et al.
Published: (2024)
by: Shechtman, Slava, et al.
Published: (2024)
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)
ESPnet-SpeechLM: An Open Speech Language Model Toolkit
by: Tian, Jinchuan, et al.
Published: (2025)
by: Tian, Jinchuan, et al.
Published: (2025)
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
by: Kim, Heeseung, et al.
Published: (2024)
by: Kim, Heeseung, et al.
Published: (2024)
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)
NAST: Noise Aware Speech Tokenization for Speech Language Models
by: Messica, Shoval, et al.
Published: (2024)
by: Messica, Shoval, et al.
Published: (2024)
Length Aware Speech Translation for Video Dubbing
by: Chadha, Harveen Singh, et al.
Published: (2025)
by: Chadha, Harveen Singh, et al.
Published: (2025)
SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model
by: Hu, Ke, et al.
Published: (2025)
by: Hu, Ke, 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)
Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection
by: Wu, Jinyang, et al.
Published: (2026)
by: Wu, Jinyang, et al.
Published: (2026)
Dual Information Speech Language Models for Emotional Conversations
by: Wang, Chun, et al.
Published: (2025)
by: Wang, Chun, et al.
Published: (2025)
Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
by: Hu, Jiliang, et al.
Published: (2025)
by: Hu, Jiliang, et al.
Published: (2025)
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)
Recent Advances in End-to-End Simultaneous Speech Translation
by: Liu, Xiaoqian, et al.
Published: (2024)
by: Liu, Xiaoqian, et al.
Published: (2024)
A Non-autoregressive Model for Joint STT and TTS
by: Sunder, Vishal, et al.
Published: (2025)
by: Sunder, Vishal, et al.
Published: (2025)
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models
by: Kando, Shunsuke, et al.
Published: (2025)
by: Kando, Shunsuke, et al.
Published: (2025)
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)
by: Cornell, Samuele, et al.
Published: (2024)
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)
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)
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
by: Zhang, Shaolei, et al.
Published: (2024)
by: Zhang, Shaolei, 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)
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)
Similar Items
-
Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
by: Aronowitz, Hagai, et al.
Published: (2026) -
Spoken question answering for visual queries
by: Shabtay, Nimrod, et al.
Published: (2025) -
Speech Synthesis From Continuous Features Using Per-Token Latent Diffusion
by: Turetzky, Arnon, et al.
Published: (2024) -
Unsupervised Speech Segmentation: A General Approach Using Speech Language Models
by: Elmakies, Avishai, et al.
Published: (2025) -
Slamming: Training a Speech Language Model on One GPU in a Day
by: Maimon, Gallil, et al.
Published: (2025)