OpenCodePapers

audio-classification-on-fsd50k

ClassificationAudio Classification
Dataset Link
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PaperCodemAPMean APModelNameReleaseDate
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities✓ Link69.7ONE-PEACE2023-05-18
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models✓ Link65.6MN2023-10-24
Efficient Training of Audio Transformers with Patchout✓ Link65.55PaSST-S2021-10-11
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models✓ Link65.5DyMN-L2023-10-24
Efficient Training of Audio Transformers with Patchout✓ Link64.2PaSST-N-S2021-10-11
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation✓ Link56.71PSLA2021-02-02
Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning✓ Link55.2MATPAC (SSL Model)2025-02-17
Temporal Knowledge Distillation for On-device Audio Classification54.8Temporal Knowledge Distillation for On-device Audio Classification2021-10-27
Audio Transformers53.7Large 6-Layer Transformer with Pooling2021-05-01
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging59LHGNN2025-01-07
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