Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Chen, Jingxiang, Kim, Minseok, Leem, Seong-Gyun, Huang, Yin, Rungta, Rashi, Ouyang, Zhicheng, Wu, Haibin, Appini, Surya Teja, Bansal, Ankur, Bai, Yang, Liu, Yue, Metze, Florian, Aly, Ahmed A, Kumar, Anuj, Rastrow, Ariya, Lin, Zhaojiang |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Enhancing Conversational TTS with Cascaded Prompting and ICL-Based Online Reinforcement Learning
par: Ouyang, Zhicheng, et autres
Publié: (2026)
par: Ouyang, Zhicheng, et autres
Publié: (2026)
Streaming Speech-to-Confusion Network Speech Recognition
par: Filimonov, Denis, et autres
Publié: (2023)
par: Filimonov, Denis, et autres
Publié: (2023)
Speech Recognition Rescoring with Large Speech-Text Foundation Models
par: Shivakumar, Prashanth Gurunath, et autres
Publié: (2024)
par: Shivakumar, Prashanth Gurunath, et autres
Publié: (2024)
Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage
par: Arora, Siddhant, et autres
Publié: (2025)
par: Arora, Siddhant, et autres
Publié: (2025)
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition
par: Chan, David M., et autres
Publié: (2024)
par: Chan, David M., et autres
Publié: (2024)
Multi-Modal Retrieval For Large Language Model Based Speech Recognition
par: Kolehmainen, Jari, et autres
Publié: (2024)
par: Kolehmainen, Jari, et autres
Publié: (2024)
Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment
par: Leem, Seong-Gyun, et autres
Publié: (2024)
par: Leem, Seong-Gyun, et autres
Publié: (2024)
WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
par: Lin, Zhaojiang, et autres
Publié: (2025)
par: Lin, Zhaojiang, et autres
Publié: (2025)
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
par: Lu, Yen-Ju, et autres
Publié: (2024)
par: Lu, Yen-Ju, et autres
Publié: (2024)
ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
par: Yang, Shu-wen, et autres
Publié: (2025)
par: Yang, Shu-wen, et autres
Publié: (2025)
Thinking in Directivity: Speech Large Language Model for Multi-Talker Directional Speech Recognition
par: Xie, Jiamin, et autres
Publié: (2025)
par: Xie, Jiamin, et autres
Publié: (2025)
Versatile audio-visual learning for emotion recognition
par: Goncalves, Lucas, et autres
Publié: (2023)
par: Goncalves, Lucas, et autres
Publié: (2023)
suryatejabatchu08/Parkinsonian-Gait-Assessment: PGSI: Pose-Derived Parkinsonian Gait Severity Index — Initial Release
par: Surya Teja
Publié: (2026)
par: Surya Teja
Publié: (2026)
Refine-n-Judge: Curating High-Quality Preference Chains for LLM-Fine-Tuning
par: Cayir, Derin, et autres
Publié: (2025)
par: Cayir, Derin, et autres
Publié: (2025)
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems
par: Tulsiani, Hitesh, et autres
Publié: (2024)
par: Tulsiani, Hitesh, et autres
Publié: (2024)
Towards Machine Unlearning for Paralinguistic Speech Processing
par: Phukan, Orchid Chetia, et autres
Publié: (2025)
par: Phukan, Orchid Chetia, et autres
Publié: (2025)
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers
par: Pandey, Rahul, et autres
Publié: (2023)
par: Pandey, Rahul, et autres
Publié: (2023)
Identity Control Plane: The Unifying Layer for Zero Trust Infrastructure
par: Avirneni, Surya Teja
Publié: (2025)
par: Avirneni, Surya Teja
Publié: (2025)
Establishing Workload Identity for Zero Trust CI/CD: From Secrets to SPIFFE-Based Authentication
par: Avirneni, Surya Teja
Publié: (2025)
par: Avirneni, Surya Teja
Publié: (2025)
Intent-Aware Authorization for Zero Trust CI/CD
par: Avirneni, Surya Teja
Publié: (2025)
par: Avirneni, Surya Teja
Publié: (2025)
Decoupling Identity from Access: Credential Broker Patterns for Secure CI/CD
par: Avirneni, Surya Teja
Publié: (2025)
par: Avirneni, Surya Teja
Publié: (2025)
S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models
par: Jiang, Feng, et autres
Publié: (2025)
par: Jiang, Feng, et autres
Publié: (2025)
Are Paralinguistic Representations all that is needed for Speech Emotion Recognition?
par: Phukan, Orchid Chetia, et autres
Publié: (2024)
par: Phukan, Orchid Chetia, et autres
Publié: (2024)
Quantifying Cross-Lingual Transfer in Paralinguistic Speech Tasks
par: Buitrago, Pol, et autres
Publié: (2026)
par: Buitrago, Pol, et autres
Publié: (2026)
Auditory Environments to Physical Environments
par: Ivaana Rungta
Publié: (2026)
par: Ivaana Rungta
Publié: (2026)
Two-pass Endpoint Detection for Speech Recognition
par: Raju, Anirudh, et autres
Publié: (2024)
par: Raju, Anirudh, et autres
Publié: (2024)
SynParaSpeech: Automated Synthesis of Paralinguistic Datasets for Speech Generation and Understanding
par: Bai, Bingsong, et autres
Publié: (2025)
par: Bai, Bingsong, et autres
Publié: (2025)
SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation
par: Liu, Ruohan, et autres
Publié: (2026)
par: Liu, Ruohan, et autres
Publié: (2026)
Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models
par: Wang, Qiongqiong, et autres
Publié: (2025)
par: Wang, Qiongqiong, et autres
Publié: (2025)
Comparative Analysis of Data Warehousing Solutions: AWS Redshift vs. Snowflake vs. Google BigQuery
par: Naga Surya Teja Thallam
Publié: (2020)
par: Naga Surya Teja Thallam
Publié: (2020)
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
par: Lin, Guan-Ting, et autres
Publié: (2023)
par: Lin, Guan-Ting, et autres
Publié: (2023)
Mind, Meaning and Architecture
par: Ivaana Rungta, Ivaana
Publié: (2026)
par: Ivaana Rungta, Ivaana
Publié: (2026)
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech
par: Kang, Wonjune, et autres
Publié: (2024)
par: Kang, Wonjune, et autres
Publié: (2024)
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
par: Kim, Heeseung, et autres
Publié: (2024)
par: Kim, Heeseung, et autres
Publié: (2024)
Beyond the Labels: Unveiling Text-Dependency in Paralinguistic Speech Recognition Datasets
par: Pešán, Jan, et autres
Publié: (2024)
par: Pešán, Jan, et autres
Publié: (2024)
UrduSpeech: A 156-Hour Urdu Speech Corpus with 12-Dimension Paralinguistic Annotations
par: Haq, Attia Nafees ul, et autres
Publié: (2026)
par: Haq, Attia Nafees ul, et autres
Publié: (2026)
An Introduction to Silent Paralinguistics
par: Ren, Zhao, et autres
Publié: (2025)
par: Ren, Zhao, et autres
Publié: (2025)
Efficient Algorithms for Partitioning Circulant Graphs with Optimal Spectral Approximation
par: Gavva, Surya Teja, et autres
Publié: (2025)
par: Gavva, Surya Teja, et autres
Publié: (2025)
NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations
par: Liao, Huan, et autres
Publié: (2025)
par: Liao, Huan, et autres
Publié: (2025)
Source Tracing of Synthetic Speech Systems Through Paralinguistic Pre-Trained Representations
par: Girish, et autres
Publié: (2025)
par: Girish, et autres
Publié: (2025)
Documents similaires
-
Enhancing Conversational TTS with Cascaded Prompting and ICL-Based Online Reinforcement Learning
par: Ouyang, Zhicheng, et autres
Publié: (2026) -
Streaming Speech-to-Confusion Network Speech Recognition
par: Filimonov, Denis, et autres
Publié: (2023) -
Speech Recognition Rescoring with Large Speech-Text Foundation Models
par: Shivakumar, Prashanth Gurunath, et autres
Publié: (2024) -
Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage
par: Arora, Siddhant, et autres
Publié: (2025) -
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition
par: Chan, David M., et autres
Publié: (2024)