Improving Speech-based Emotion Recognition with Contextual Utterance Analysis and LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Enshi, Poellabauer, Christian |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Predictive Speech Recognition and End-of-Utterance Detection Towards Spoken Dialog Systems
by: Zink, Oswald, et al.
Published: (2024)
by: Zink, Oswald, et al.
Published: (2024)
Cross-Utterance Conditioned VAE for Speech Generation
by: Li, Yang, et al.
Published: (2023)
by: Li, Yang, et al.
Published: (2023)
Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of Thought
by: Zhao, Zhixian, et al.
Published: (2025)
by: Zhao, Zhixian, et al.
Published: (2025)
DYNAC: Dynamic Vocabulary based Non-Autoregressive Contextualization for Speech Recognition
by: Sudo, Yui, et al.
Published: (2025)
by: Sudo, Yui, et al.
Published: (2025)
JELLY: Joint Emotion Recognition and Context Reasoning with LLMs for Conversational Speech Synthesis
by: Cha, Jun-Hyeok, et al.
Published: (2025)
by: Cha, Jun-Hyeok, et al.
Published: (2025)
Contextualized Automatic Speech Recognition with Dynamic Vocabulary
by: Sudo, Yui, et al.
Published: (2024)
by: Sudo, Yui, et al.
Published: (2024)
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)
Enhancing Large Language Model-based Speech Recognition by Contextualization for Rare and Ambiguous Words
by: Nozawa, Kento, et al.
Published: (2024)
by: Nozawa, Kento, et al.
Published: (2024)
On the Contribution of Lexical Features to Speech Emotion Recognition
by: Combei, David
Published: (2025)
by: Combei, David
Published: (2025)
Re-Parameterization of Lightweight Transformer for On-Device Speech Emotion Recognition
by: Zhang, Zixing, et al.
Published: (2024)
by: Zhang, Zixing, et al.
Published: (2024)
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023)
by: Huang, Kuan-Po, et al.
Published: (2023)
Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation
by: Lin, Zhennan, et al.
Published: (2025)
by: Lin, Zhennan, et al.
Published: (2025)
Are Paralinguistic Representations all that is needed for Speech Emotion Recognition?
by: Phukan, Orchid Chetia, et al.
Published: (2024)
by: Phukan, Orchid Chetia, et al.
Published: (2024)
Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss
by: Shakeel, Muhammad, et al.
Published: (2024)
by: Shakeel, Muhammad, 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)
Distribution-based Emotion Recognition in Conversation
by: Wu, Wen, et al.
Published: (2022)
by: Wu, Wen, et al.
Published: (2022)
Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis
by: Do, Cong-Thanh, et al.
Published: (2024)
by: Do, Cong-Thanh, et al.
Published: (2024)
OWSM-Biasing: Contextualizing Open Whisper-Style Speech Models for Automatic Speech Recognition with Dynamic Vocabulary
by: Sudo, Yui, et al.
Published: (2025)
by: Sudo, Yui, et al.
Published: (2025)
Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
by: Wei, Kun, et al.
Published: (2023)
by: Wei, Kun, et al.
Published: (2023)
Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring
by: Sudarshan, Ankitha, et al.
Published: (2023)
by: Sudarshan, Ankitha, et al.
Published: (2023)
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition
by: Saliba, Alexandra, et al.
Published: (2024)
by: Saliba, Alexandra, et al.
Published: (2024)
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
by: Zhang, Wenyu, et al.
Published: (2025)
by: Zhang, Wenyu, et al.
Published: (2025)
Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition
by: Chen, Weidong, et al.
Published: (2023)
by: Chen, Weidong, et al.
Published: (2023)
BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition
by: Tuttösí, Paige, et al.
Published: (2025)
by: Tuttösí, Paige, et al.
Published: (2025)
VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
by: Zhang, Hezhao, et al.
Published: (2026)
by: Zhang, Hezhao, et al.
Published: (2026)
Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning
by: Lee, Wonjun, et al.
Published: (2024)
by: Lee, Wonjun, et al.
Published: (2024)
Contextualized Automatic Speech Recognition with Attention-Based Bias Phrase Boosted Beam Search
by: Sudo, Yui, et al.
Published: (2024)
by: Sudo, Yui, et al.
Published: (2024)
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition
by: Sun, Haiyang, et al.
Published: (2023)
by: Sun, Haiyang, et al.
Published: (2023)
Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR
by: Cui, Mingyu, et al.
Published: (2024)
by: Cui, Mingyu, et al.
Published: (2024)
Multi-Teacher Language-Aware Knowledge Distillation for Multilingual Speech Emotion Recognition
by: Bijoy, Mehedi Hasan, et al.
Published: (2025)
by: Bijoy, Mehedi Hasan, et al.
Published: (2025)
Speaker-Aware Simulation Improves Conversational Speech Recognition
by: Gedeon, Máté, et al.
Published: (2026)
by: Gedeon, Máté, et al.
Published: (2026)
Leveraging Cross-Attention Transformer and Multi-Feature Fusion for Cross-Linguistic Speech Emotion Recognition
by: Zhao, Ruoyu, et al.
Published: (2025)
by: Zhao, Ruoyu, et al.
Published: (2025)
A Cross-Corpus Speech Emotion Recognition Method Based on Supervised Contrastive Learning
by: minjie, Xiang
Published: (2024)
by: minjie, Xiang
Published: (2024)
A Comprehensive Study on the Effectiveness of ASR Representations for Noise-Robust Speech Emotion Recognition
by: Shi, Xiaohan, et al.
Published: (2023)
by: Shi, Xiaohan, et al.
Published: (2023)
Two-stage Framework for Robust Speech Emotion Recognition Using Target Speaker Extraction in Human Speech Noise Conditions
by: Mi, Jinyi, et al.
Published: (2024)
by: Mi, Jinyi, et al.
Published: (2024)
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition
by: Ma, Ziyang, et al.
Published: (2023)
by: Ma, Ziyang, et al.
Published: (2023)
Unimodal Aggregation for CTC-based Speech Recognition
by: Fang, Ying, et al.
Published: (2023)
by: Fang, Ying, et al.
Published: (2023)
On the Cost and Benefits of Training Context with Utterance or Full Conversation Training: A Comparative Stud
by: Liu, Hyouin, et al.
Published: (2025)
by: Liu, Hyouin, et al.
Published: (2025)
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text
by: Li, Jinpeng, et al.
Published: (2024)
by: Li, Jinpeng, et al.
Published: (2024)
Beyond the Utterance: An Empirical Study of Very Long Context Speech Recognition
by: Flynn, Robert, et al.
Published: (2026)
by: Flynn, Robert, et al.
Published: (2026)
Similar Items
-
Predictive Speech Recognition and End-of-Utterance Detection Towards Spoken Dialog Systems
by: Zink, Oswald, et al.
Published: (2024) -
Cross-Utterance Conditioned VAE for Speech Generation
by: Li, Yang, et al.
Published: (2023) -
Steering Language Model to Stable Speech Emotion Recognition via Contextual Perception and Chain of Thought
by: Zhao, Zhixian, et al.
Published: (2025) -
DYNAC: Dynamic Vocabulary based Non-Autoregressive Contextualization for Speech Recognition
by: Sudo, Yui, et al.
Published: (2025) -
JELLY: Joint Emotion Recognition and Context Reasoning with LLMs for Conversational Speech Synthesis
by: Cha, Jun-Hyeok, et al.
Published: (2025)