ESC-50

2,000 labeled environmental-sound clips across 50 classes.

Papers using ESC-50 (15)

Optimizing Neural Architectures for Hindi Speech Separation and Enhancement in Noisy Environments2025 · 1 citesFrom Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation2026Whisper-AuT: Domain-Adapted Audio Encoder for Efficient Audio-LLM Training2026AaSP: Aliasing-aware Self-Supervised Pre-Training for Audio Spectrogram Transformers2025Audio Super-Resolution with Latent Bridge Models2025Impairments are Clustered in Latents of Deep Neural Network-based Speech Quality Models2025CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification2022 · 17 citesHTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection2022 · 1 citesMasked Spectrogram Prediction For Self-Supervised Audio Pre-Training2022 · 1 citesStudy of positional encoding approaches for Audio Spectrogram Transformers2021SemanticAC: Semantics-Assisted Framework for Audio Classification2023Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers2023Transformer-based Sequence Labeling for Audio Classification based on MFCCs2023On the choice of the optimal temporal support for audio classification with Pre-trained embeddings2023Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classification2024