HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Speech Emotion Recognition On Crema D

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
Vertically long patch ViT	94.07	Accuracy enhancement method for speech emotion recognition from spectrogram using temporal frequency correlation and positional information learning through knowledge transfer
ConformerXL-P	88.2	BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	-
CoordViT	82.96	CoordViT: A Novel Method of Improve Vision Transformer-Based Speech Emotion Recognition using Coordinate Information Concatenate	-
SepTr + LeRaC	70.95	Learning Rate Curriculum
SepTr	70.47	SepTr: Separable Transformer for Audio Spectrogram Processing
ResNet-18 + SPEL	68.12	Self-paced ensemble learning for speech and audio classification	-
ViT	67.81	AST: Audio Spectrogram Transformer
ResNet-18 + PyNADA	65.15	Non-linear Neurons with Human-like Apical Dendrite Activations
GRU	55.01	Visually Guided Self Supervised Learning of Speech Representations	-

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Speech Emotion Recognition On Crema D | SOTA | HyperAI超神经