Enhanced Speech Emotion Recognition with Efficient Channel Attention Guided Deep CNN-BiLSTM Framework
Fuente:
arXiv
Saved in:
| Main Authors: | Kundu, Niloy Kumar, Kobir, Sarah, Ahmed, Md. Rayhan, Aktar, Tahmina, Roy, Niloya |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition
by: Abouzeid, Ali, et al.
Published: (2025)
by: Abouzeid, Ali, et al.
Published: (2025)
Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN Architecture
by: Pillai, Leena G, et al.
Published: (2025)
by: Pillai, Leena G, et al.
Published: (2025)
Searching for Effective Preprocessing Method and CNN-based Architecture with Efficient Channel Attention on Speech Emotion Recognition
by: Kim, Byunggun, et al.
Published: (2024)
by: Kim, Byunggun, et al.
Published: (2024)
Speech Emotion Detection Based on MFCC and CNN-LSTM Architecture
by: Ouyang, Qianhe
Published: (2025)
by: Ouyang, Qianhe
Published: (2025)
PCQ: Emotion Recognition in Speech via Progressive Channel Querying
by: Wang, Xincheng, et al.
Published: (2024)
by: Wang, Xincheng, et al.
Published: (2024)
Speech Emotion Recognition Using MFCC Features and LSTM-Based Deep Learning Model
by: Oluwademilade, Adelekun, et al.
Published: (2026)
by: Oluwademilade, Adelekun, et al.
Published: (2026)
Attention-Guided Adaptation for Code-Switching Speech Recognition
by: Aditya, Bobbi, et al.
Published: (2023)
by: Aditya, Bobbi, et al.
Published: (2023)
EmoFormer: A Text-Independent Speech Emotion Recognition using a Hybrid Transformer-CNN model
by: Hasan, Rashedul, et al.
Published: (2025)
by: Hasan, Rashedul, et al.
Published: (2025)
Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)
by: Li, Yuanchao
Published: (2026)
Double Multi-Head Attention Multimodal System for Odyssey 2024 Speech Emotion Recognition Challenge
by: Costa, Federico, et al.
Published: (2024)
by: Costa, Federico, et al.
Published: (2024)
Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model
by: Ueda, Lucas, et al.
Published: (2025)
by: Ueda, Lucas, et al.
Published: (2025)
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
by: Shen, Siyuan, et al.
Published: (2024)
by: Shen, Siyuan, et al.
Published: (2024)
Improvement and Implementation of a Speech Emotion Recognition Model Based on Dual-Layer LSTM
by: Yang, Xiaoran, et al.
Published: (2024)
by: Yang, Xiaoran, et al.
Published: (2024)
Metadata-Enhanced Speech Emotion Recognition: Augmented Residual Integration and Co-Attention in Two-Stage Fine-Tuning
by: Wan, Zixiang, et al.
Published: (2024)
by: Wan, Zixiang, et al.
Published: (2024)
EMO-SUPERB: An In-depth Look at Speech Emotion Recognition
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
Dataset-Distillation Generative Model for Speech Emotion Recognition
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
THAI Speech Emotion Recognition (THAI-SER) corpus
by: Wongpithayadisai, Jilamika, et al.
Published: (2025)
by: Wongpithayadisai, Jilamika, et al.
Published: (2025)
Iterative Prototype Refinement for Ambiguous Speech Emotion Recognition
by: Sun, Haoqin, et al.
Published: (2024)
by: Sun, Haoqin, et al.
Published: (2024)
xLSTM-SENet: xLSTM for Single-Channel Speech Enhancement
by: Kühne, Nikolai Lund, et al.
Published: (2025)
by: Kühne, Nikolai Lund, et al.
Published: (2025)
Attention-weighted Centered Kernel Alignment for Knowledge Distillation in Large Audio-Language Models Applied to Speech Emotion Recognition
by: Yang, Qingran, et al.
Published: (2026)
by: Yang, Qingran, et al.
Published: (2026)
Attention-Based Beamformer For Multi-Channel Speech Enhancement
by: Bai, Jinglin, et al.
Published: (2024)
by: Bai, Jinglin, et al.
Published: (2024)
Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models
by: Derington, Anna, et al.
Published: (2023)
by: Derington, Anna, et al.
Published: (2023)
SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios
by: Bukhari, Hazim, et al.
Published: (2024)
by: Bukhari, Hazim, et al.
Published: (2024)
The RoyalFlush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Tian, Jingguang, et al.
Published: (2024)
by: Tian, Jingguang, et al.
Published: (2024)
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
by: Zhao, Yan, et al.
Published: (2024)
by: Zhao, Yan, et al.
Published: (2024)
Toward Efficient Speech Emotion Recognition via Spectral Learning and Attention
by: Lee, HyeYoung, et al.
Published: (2025)
by: Lee, HyeYoung, et al.
Published: (2025)
DCF-DS: Deep Cascade Fusion of Diarization and Separation for Speech Recognition under Realistic Single-Channel Conditions
by: Niu, Shu-Tong, et al.
Published: (2024)
by: Niu, Shu-Tong, et al.
Published: (2024)
Machine Unlearning in Speech Emotion Recognition via Forget Set Alone
by: Ren, Zhao, et al.
Published: (2025)
by: Ren, Zhao, et al.
Published: (2025)
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition
by: Rajapakshe, Thejan, et al.
Published: (2024)
by: Rajapakshe, Thejan, et al.
Published: (2024)
Semantic-Emotional Resonance Embedding: A Semi-Supervised Paradigm for Cross-Lingual Speech Emotion Recognition
by: Zhao, Ya, et al.
Published: (2026)
by: Zhao, Ya, et al.
Published: (2026)
AntiDeepFake: AI for Deep Fake Speech Recognition
by: Togootogtokh, Enkhtogtokh, et al.
Published: (2024)
by: Togootogtokh, Enkhtogtokh, et al.
Published: (2024)
EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model
by: Yang, Yiqing, et al.
Published: (2025)
by: Yang, Yiqing, et al.
Published: (2025)
PARROT: Synergizing Mamba and Attention-based SSL Pre-Trained Models via Parallel Branch Hadamard Optimal Transport for Speech Emotion Recognition
by: Phukan, Orchid Chetia, et al.
Published: (2025)
by: Phukan, Orchid Chetia, et al.
Published: (2025)
Bridging Speech Emotion Recognition and Personality: Dataset and Temporal Interaction Condition Network
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition
by: Zhao, Jiaqi, et al.
Published: (2024)
by: Zhao, Jiaqi, et al.
Published: (2024)
TBDM-Net: Bidirectional Dense Networks with Gender Information for Speech Emotion Recognition
by: Striletchi, Vlad, et al.
Published: (2024)
by: Striletchi, Vlad, et al.
Published: (2024)
Unifying Listener Scoring Scales: Comparison Learning Framework for Speech Quality Assessment and Continuous Speech Emotion Recognition
by: Hu, Cheng-Hung, et al.
Published: (2025)
by: Hu, Cheng-Hung, et al.
Published: (2025)
Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition
by: Wang, Huimeng, et al.
Published: (2025)
by: Wang, Huimeng, et al.
Published: (2025)
Multi-Channel Differential ASR for Robust Wearer Speech Recognition on Smart Glasses
by: Yang, Yufeng, et al.
Published: (2025)
by: Yang, Yufeng, et al.
Published: (2025)
EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition
by: Li, Pengcheng, et al.
Published: (2025)
by: Li, Pengcheng, et al.
Published: (2025)
Similar Items
-
ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition
by: Abouzeid, Ali, et al.
Published: (2025) -
Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN Architecture
by: Pillai, Leena G, et al.
Published: (2025) -
Searching for Effective Preprocessing Method and CNN-based Architecture with Efficient Channel Attention on Speech Emotion Recognition
by: Kim, Byunggun, et al.
Published: (2024) -
Speech Emotion Detection Based on MFCC and CNN-LSTM Architecture
by: Ouyang, Qianhe
Published: (2025) -
PCQ: Emotion Recognition in Speech via Progressive Channel Querying
by: Wang, Xincheng, et al.
Published: (2024)