IEMOCAP

IEMOCAP is a dataset used for evaluating speech emotion recognition systems, containing labeled speech data that includes various emotional expressions.

Papers using IEMOCAP (75)

Emotion2vec: Self-supervised Pre-training For Speech Emotion Representation2023 · 130 citesMultistage Linguistic Conditioning Of Convolutional Layers For Speech Emotion Recognition2021 · 16 citesEmoHRNet: High-Resolution Neural Network Based Speech Emotion Recognition2025 · 2 citesLeveraging Cross-Attention Transformer and Multi-Feature Fusion for Cross-Linguistic Speech Emotion Recognition2025 · 2 citesAligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning2026Attention-weighted Centered Kernel Alignment for Knowledge Distillation in Large Audio-Language Models Applied to Speech Emotion Recognition2026Multi-Channel Speech Enhancement for Cocktail Party Speech Emotion Recognition2026A Mixture-of-Experts Model for Multimodal Emotion Recognition in Conversations2026Multi-Loss Learning for Speech Emotion Recognition with Energy-Adaptive Mixup and Frame-Level Attention2025Enhancing Speech Emotion Recognition via Fine-Tuning Pre-Trained Models and Hyper-Parameter Optimisation2025EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model2025EmoAugNet: A Signal-Augmented Hybrid CNN-LSTM Framework for Speech Emotion Recognition2025Speech Emotion Recognition via Entropy-Aware Score Selection2025Enhancing Speech Emotion Recognition Leveraging Aligning Timestamps of ASR Transcripts and Speaker Diarization2025Towards LLM-Empowered Fine-Grained Speech Descriptors for Explainable Emotion Recognition2025Qieemo: Speech Is All You Need in the Emotion Recognition in Conversations2025Metadata-Enhanced Speech Emotion Recognition: Augmented Residual Integration and Co-Attention in Two-Stage Fine-Tuning2024Speech Emotion Recognition with ASR Transcripts: A Comprehensive Study on Word Error Rate and Fusion Techniques2024 · 10 citesA Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding2021 · 93 citesMingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations2023 · 26 citesExploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition2021 · 14 citesMFHCA: Enhancing Speech Emotion Recognition Via Multi-Spatial Fusion and Hierarchical Cooperative Attention2024 · 14 citesLayer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition2024 · 11 citesThe Role of Phonetic Units in Speech Emotion Recognition2021 · 9 citesUsing Large Pre-Trained Models with Cross-Modal Attention for Multi-Modal Emotion Recognition2021 · 9 citesMultistage linguistic conditioning of convolutional layers for speech emotion recognition2021 · 7 citesSpeech Emotion Recognition Via CNN-Transformer and Multidimensional Attention Mechanism2024 · 7 citesActive Learning with Task Adaptation Pre-training for Speech Emotion Recognition2024 · 6 citesFusing ASR Outputs in Joint Training for Speech Emotion Recognition2021 · 5 citesSpeech Emotion Recognition using Self-Supervised Features2022 · 5 citesSpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning2022 · 5 citesVesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition2023 · 3 citesLight-SERNet: A lightweight fully convolutional neural network for speech emotion recognition2021 · 2 citesMMER: Multimodal Multi-task Learning for Speech Emotion Recognition2022 · 2 citesCTA-RNN: Channel and Temporal-wise Attention RNN Leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition2022 · 2 citesExtending RNN-T-based speech recognition systems with emotion and language classification2022 · 2 citesDST: Deformable Speech Transformer for Emotion Recognition2023 · 2 citesReal-time Speech Emotion Recognition Based on Syllable-Level Feature Extraction2022 · 1 citesDWFormer: Dynamic Window transFormer for Speech Emotion Recognition2023 · 1 citesLeveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition2023 · 1 citesFrame-level emotional state alignment method for speech emotion recognition2023 · 1 citesExploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning2024 · 1 citesPCQ: Emotion Recognition in Speech via Progressive Channel Querying2024 · 1 citesA Cross-Corpus Speech Emotion Recognition Method Based on Supervised Contrastive Learning2024 · 1 citesRepresentation learning through cross-modal conditional teacher-student training for speech emotion recognition2021Speaker Normalization for Self-supervised Speech Emotion Recognition2022Towards a Common Speech Analysis Engine2022SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech2022Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling2022Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information2022Neural Architecture Search for Speech Emotion Recognition2022Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition2022Non-Contrastive Self-Supervised Learning of Utterance-Level Speech Representations2022On the Efficacy and Noise-Robustness of Jointly Learned Speech Emotion and Automatic Speech Recognition2023Enhancing Speech Emotion Recognition Through Differentiable Architecture Search2023ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition2023GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition2023Time-Frequency Transformer: A Novel Time Frequency Joint Learning Method for Speech Emotion Recognition2023Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation2023Multi-Level Knowledge Distillation for Speech Emotion Recognition in Noisy Conditions2023Deep functional multiple index models with an application to SER2024GMP-TL: Gender-augmented Multi-scale Pseudo-label Enhanced Transfer Learning for Speech Emotion Recognition2024SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios2024Multi-Scale Temporal Transformer For Speech Emotion Recognition2024Enhancing Speech Emotion Recognition through Segmental Average Pooling of Self-Supervised Learning Features2024End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features2024WavFusion: Towards wav2vec 2.0 Multimodal Speech Emotion Recognition2024Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition2024Dawn of the transformer era in speech emotion recognition: closing the valence gap2022A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition2022Multimodal Speech Emotion Recognition using Cross Attention with Aligned Audio and Text2022SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing2023Integrating Emotion Recognition with Speech Recognition and Speaker Diarisation for Conversations2023emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition2024Fusion approaches for emotion recognition from speech using acoustic and text-based features2024