SOTAVerified

Environmental Sound Classification

Classification of Environmental Sounds. Most often sounds found in Urban environments. Task related to noise monitoring.

Papers

Showing 110 of 46 papers

TitleStatusHype
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound ClassificationCode0
Weakly Supervised Convolutional Dictionary Learning for Multi-Label ClassificationCode0
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning0
Studying the Effect of Audio Filters in Pre-Trained Models for Environmental Sound Classification0
Synthetic training set generation using text-to-audio models for environmental sound classification0
Mixer is more than just a model0
Focal Modulation Networks for Interpretable Sound Classification0
EchoVest: Real-Time Sound Classification and Depth Perception Expressed through Transcutaneous Electrical Nerve Stimulation0
Face: Fast, Accurate and Context-Aware Audio Annotation and ClassificationCode0
Show:102550
← PrevPage 1 of 5Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AudioCLIPAccuracy90.07Unverified
2MATPAC (SSL, linear eval)Accuracy89.4Unverified
31DCNNAccuracy89Unverified
#ModelMetricClaimedVerifiedStatus
1AudioCLIPAccuracy97.15Unverified
#ModelMetricClaimedVerifiedStatus
1[ABT] AudioNTTmAP0.47Unverified