Copertina

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Thimonier, Hugo, Perzo, Antony, Seguier, Renaud
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Audio and Speech Processing Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation
di: Lashkarashvili, Nineli, et al.
Pubblicazione: (2024)

A vector quantized masked autoencoder for audiovisual speech emotion recognition
di: Sadok, Samir, et al.
Pubblicazione: (2023)

Test-Time Adaptation for Speech Emotion Recognition
di: Dong, Jiaheng, et al.
Pubblicazione: (2026)

DeepEmoNet: Building Machine Learning Models for Automatic Emotion Recognition in Human Speeches
di: Vu, Tai
Pubblicazione: (2025)

A multimodal dynamical variational autoencoder for audiovisual speech representation learning
di: Sadok, Samir, et al.
Pubblicazione: (2023)

Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation
di: Lu, Cheng, et al.
Pubblicazione: (2024)

SSVD-O: Parameter-Efficient Fine-Tuning with Structured SVD for Speech Recognition
di: Wang, Pu, et al.
Pubblicazione: (2026)

Adapting WavLM for Speech Emotion Recognition
di: Diatlova, Daria, et al.
Pubblicazione: (2024)

Keyword-Guided Adaptation of Automatic Speech Recognition
di: Shamsian, Aviv, et al.
Pubblicazione: (2024)

Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition
di: Lin, Yi-Cheng, et al.
Pubblicazione: (2024)

Prompt Amplification and Zero-Shot Late Fusion in Audio-Language Models for Speech Emotion Recognition
di: Kataria, Saurabh, et al.
Pubblicazione: (2026)

Enhancing Speech Emotion Recognition Through Differentiable Architecture Search
di: Rajapakshe, Thejan, et al.
Pubblicazione: (2023)

Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition
di: Ulgen, Ismail Rasim, et al.
Pubblicazione: (2024)

Representation Learning with Parameterised Quantum Circuits for Advancing Speech Emotion Recognition
di: Rajapakshe, Thejan, et al.
Pubblicazione: (2025)

Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition
di: Kan, Xuan, et al.
Pubblicazione: (2024)

TRNet: Two-level Refinement Network leveraging Speech Enhancement for Noise Robust Speech Emotion Recognition
di: Chen, Chengxin, et al.
Pubblicazione: (2024)

VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
di: Zhang, Hezhao, et al.
Pubblicazione: (2026)

Enhancing Speech Emotion Recognition using Dynamic Spectral Features and Kalman Smoothing
di: Hizabri, Marouane El, et al.
Pubblicazione: (2026)

Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition
di: Rajapakshe, Thejan, et al.
Pubblicazione: (2022)

A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition
di: Upadhyay, Shreya G., et al.
Pubblicazione: (2024)

Mouth Articulation-Based Anchoring for Improved Cross-Corpus Speech Emotion Recognition
di: Upadhyay, Shreya G., et al.
Pubblicazione: (2024)

EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model
di: Yang, Yiqing, et al.
Pubblicazione: (2025)

Behind the Scenes: Mechanistic Interpretability of LoRA-adapted Whisper for Speech Emotion Recognition
di: Ma, Yujian, et al.
Pubblicazione: (2025)

More Similar than Dissimilar: Modeling Annotators for Cross-Corpus Speech Emotion Recognition
di: Tavernor, James, et al.
Pubblicazione: (2025)

Coverage-Guaranteed Speech Emotion Recognition via Calibrated Uncertainty-Adaptive Prediction Sets
di: Jia, Zijun, et al.
Pubblicazione: (2025)

HyperTTS: Parameter Efficient Adaptation in Text to Speech using Hypernetworks
di: Li, Yingting, et al.
Pubblicazione: (2024)

EmoSSLSphere: Multilingual Emotional Speech Synthesis with Spherical Vectors and Discrete Speech Tokens
di: Park, Joonyong, et al.
Pubblicazione: (2025)

emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition
di: Rajapakshe, Thejan, et al.
Pubblicazione: (2024)

KazEmoTTS: A Dataset for Kazakh Emotional Text-to-Speech Synthesis
di: Abilbekov, Adal, et al.
Pubblicazione: (2024)

Continual Learning for Monolingual End-to-End Automatic Speech Recognition
di: Eeckt, Steven Vander, et al.
Pubblicazione: (2021)

Pre-Finetuning for Few-Shot Emotional Speech Recognition
di: Chen, Maximillian, et al.
Pubblicazione: (2023)

Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement
di: Wang, Chien-Chun, et al.
Pubblicazione: (2026)

Recovering Performance in Speech Emotion Recognition from Discrete Tokens via Multi-Layer Fusion and Paralinguistic Feature Integration
di: Sun, Esther, et al.
Pubblicazione: (2026)

E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
di: Dong, Jiaheng, et al.
Pubblicazione: (2025)

Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics
di: Kumar, Kabir
Pubblicazione: (2025)

Towards Maximum Likelihood Training for Transducer-based Streaming Speech Recognition
di: Lee, Hyeonseung, et al.
Pubblicazione: (2024)

Regularized Entropy Information Adaptation with Temporal-Awareness Networks for Simultaneous Speech Translation
di: Liu, Joseph, et al.
Pubblicazione: (2026)

Can We Estimate Purchase Intention Based on Zero-shot Speech Emotion Recognition?
di: Nagase, Ryotaro, et al.
Pubblicazione: (2024)

Enhanced Speech Emotion Recognition with Efficient Channel Attention Guided Deep CNN-BiLSTM Framework
di: Kundu, Niloy Kumar, et al.
Pubblicazione: (2024)

CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition
di: Sun, Jingchen, et al.
Pubblicazione: (2025)