SOTAVerified

Environmental Sound Classification

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 31–40 of 46 papers

TitleStatusHype
Environmental Sound Classification with Parallel Temporal-spectral Attention—0
Detection of Adversarial Attacks and Characterization of Adversarial Subspace—0
Urban Sound Tagging using Convolutional Neural NetworksCode0
AI for Earth: Rainforest Conservation by Acoustic Surveillance—0
Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion—0
Attention based Convolutional Recurrent Neural Network for Environmental Sound Classification—0
Environmental Sound Classification on Microcontrollers using Convolutional Neural NetworksCode0
End-to-End Environmental Sound Classification using a 1D Convolutional Neural NetworkCode0
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network—0
Ubicoustics: Plug-and-Play Acoustic Activity RecognitionCode0
Show:102550
← PrevPage 4 of 5Next →
All datasetsUrbanSound8KESC-50FSD50K

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AudioCLIPAccuracy90.07—Unverified
2MATPAC (SSL, linear eval)Accuracy89.4—Unverified
31DCNNAccuracy89—Unverified
#ModelMetricClaimedVerifiedStatus
1AudioCLIPAccuracy97.15—Unverified
#ModelMetricClaimedVerifiedStatus
1[ABT] AudioNTTmAP0.47—Unverified