UrbanSound8K

(card and dataset copied from https://www.kaggle.com/datasets/chrisfilo/urbansound8k) This dataset contains 8732 labeled sound excerpts (<=4s) of urban sounds from 10 classes: air_conditioner, car_horn, children_playing, dog_bark, drilling, enginge_idling, gun_shot, jackhammer, siren, and street_music. The classes are

Papers using UrbanSound8K (5)

Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down2025 · 1 citesFrom Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation2026Real-Time Speech Enhancement via a Hybrid ViT: A Dual-Input Acoustic-Image Feature Fusion2025Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block2022 · 3 citesTransformer-based Sequence Labeling for Audio Classification based on MFCCs2023