OpenCodePapers
speech-emotion-recognition-on-crema-d
Speech Emotion Recognition
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Code
Accuracy
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ModelName
ReleaseDate
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Accuracy enhancement method for speech emotion recognition from spectrogram using temporal frequency correlation and positional information learning through knowledge transfer
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94.07
Vertically long patch ViT
2024-03-26
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition
88.2
ConformerXL-P
2021-09-27
CoordViT: A Novel Method of Improve Vision Transformer-Based Speech Emotion Recognition using Coordinate Information Concatenate
82.96
CoordViT
2023-03-10
Learning Rate Curriculum
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70.95
SepTr + LeRaC
2022-05-18
SepTr: Separable Transformer for Audio Spectrogram Processing
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70.47
SepTr
2022-03-17
Self-paced ensemble learning for speech and audio classification
68.12
ResNet-18 + SPEL
2021-03-22
AST: Audio Spectrogram Transformer
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67.81
ViT
2021-04-05
Non-linear Neurons with Human-like Apical Dendrite Activations
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65.15
ResNet-18 + PyNADA
2020-02-02
Visually Guided Self Supervised Learning of Speech Representations
55.01
GRU
2020-01-13