Cover Image

An Efficient Transfer Learning Method Based on Adapter with Local Attributes for Speech Emotion Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Song, Haoyu, McLoughlin, Ian, Gu, Qing, Jiang, Nan, Song, Yan
Format:	Preprint
Published:	2025
Subjects:	Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Detect Any Sound: Open-Vocabulary Sound Event Detection with Multi-Modal Queries
by: Cai, Pengfei, et al.
Published: (2025)

Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection
by: Cai, Pengfei, et al.
Published: (2024)

MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
by: Cai, Pengfei, et al.
Published: (2024)

Towards Fine-grained Temporal Perception: Post-Training Large Audio-Language Models with Audio-Side Time Prompt
by: Shi, Yanfeng, et al.
Published: (2026)

CodecFlow: Efficient Bandwidth Extension via Conditional Flow Matching in Neural Codec Latent Space
by: Zhang, Bowen, et al.
Published: (2026)

A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators
by: Pham, Lam, et al.
Published: (2026)

MSAC: Multiple Speech Attribute Control Method for Reliable Speech Emotion Recognition
by: Pan, Yu, et al.
Published: (2023)

PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
by: Feng, Tiantian, et al.
Published: (2023)

A Cross-Corpus Speech Emotion Recognition Method Based on Supervised Contrastive Learning
by: minjie, Xiang
Published: (2024)

Two-Stage Acoustic Adaptation with Gated Cross-Attention Adapters for LLM-Based Multi-Talker Speech Recognition
by: Shi, Hao, et al.
Published: (2026)

Multi-Channel Speech Enhancement for Cocktail Party Speech Emotion Recognition
by: Chen, Youjun, et al.
Published: (2026)

AmbER$^2$: Dual Ambiguity-Aware Emotion Recognition Applied to Speech and Text
by: Wu, Jingyao, et al.
Published: (2026)

Enhancing Speech Emotion Recognition with Multi-Task Learning and Dynamic Feature Fusion
by: Wang, Honghong, et al.
Published: (2025)

Toward Efficient Speech Emotion Recognition via Spectral Learning and Attention
by: Lee, HyeYoung, et al.
Published: (2025)

AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling
by: Shi, Jiacheng, et al.
Published: (2026)

A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection
by: Kheir, Yassine El, et al.
Published: (2025)

RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis
by: Shi, Haoxiang, et al.
Published: (2024)

Exploration of Adapter for Noise Robust Automatic Speech Recognition
by: Shi, Hao, et al.
Published: (2024)

Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition
by: Vu, Tai
Published: (2025)

Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)

EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition
by: Li, Pengcheng, et al.
Published: (2025)

Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
by: Shen, Siyuan, et al.
Published: (2024)

EmoHRNet: High-Resolution Neural Network Based Speech Emotion Recognition
by: Muppidi, Akshay, et al.
Published: (2025)

Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers
by: Sampath, Aneesha, et al.
Published: (2025)

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

Exploring Local Interpretable Model-Agnostic Explanations for Speech Emotion Recognition with Distribution-Shift
by: Hjuler, Maja J., et al.
Published: (2025)

Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition
by: Zhao, Jiaqi, et al.
Published: (2024)

Searching for Effective Preprocessing Method and CNN-based Architecture with Efficient Channel Attention on Speech Emotion Recognition
by: Kim, Byunggun, et al.
Published: (2024)

Enhancing Speech Emotion Recognition with Graph-Based Multimodal Fusion and Prosodic Features for the Speech Emotion Recognition in Naturalistic Conditions Challenge at Interspeech 2025
by: Ferreira, Alef Iury Siqueira, et al.
Published: (2025)

Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
by: Zhao, Yan, et al.
Published: (2024)

A Unified Spoken Language Model with Injected Emotional-Attribution Thinking for Human-like Interaction
by: Wang, Qing, et al.
Published: (2026)

Textless and Non-Parallel Speech-to-Speech Emotion Style Transfer
by: Dutta, Soumya, et al.
Published: (2025)

Automated evaluation of children's speech fluency for low-resource languages
by: Zhang, Bowen, et al.
Published: (2025)

Color-based Emotion Representation for Speech Emotion Recognition
by: Nagase, Ryotaro, et al.
Published: (2026)

Learning More with Less: Self-Supervised Approaches for Low-Resource Speech Emotion Recognition
by: Gong, Ziwei, et al.
Published: (2025)

Deep Learning for Speech Emotion Recognition: A CNN Approach Utilizing Mel Spectrograms
by: Penumajji, Niketa
Published: (2025)

GMP-TL: Gender-augmented Multi-scale Pseudo-label Enhanced Transfer Learning for Speech Emotion Recognition
by: Pan, Yu, et al.
Published: (2024)

MSF-SER: Enriching Acoustic Modeling with Multi-Granularity Semantics for Speech Emotion Recognition
by: Li, Haoxun, et al.
Published: (2025)

Speech Emotion Recognition Using MFCC Features and LSTM-Based Deep Learning Model
by: Oluwademilade, Adelekun, et al.
Published: (2026)

Speech Emotion Recognition via Entropy-Aware Score Selection
by: Chua, ChenYi, et al.
Published: (2025)