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Audio-classification

The task of assigning a label or category to a given audio recording, such as identifying a specific animal call, speaker, or musical genre.

Primate Subsegment Sorting
Primate Subsegment Sorting

Binary subsegment presorting improves noisy primate sound classification.

Audio Vision Transformer
Audio Vision Transformer

Vision Transformer on spectrograms for audio classification, with data augmentation.

Primate Vocalization Classification
Primate Vocalization Classification

Deep BiLSTM classifies primate vocalizations for acoustic wildlife monitoring.

Sound Anomaly Transfer
Sound Anomaly Transfer

Image nets detect acoustic anomalies in machinery via spectrograms.

Anomalous Sound Features
Anomalous Sound Features

Pretrained networks extract features for anomalous industrial sound detection.

Surgical-Mask Detection
Surgical-Mask Detection

CNN mask detection in speech using augmented spectrograms.

Deep Audio Baselines
Deep Audio Baselines

Deep learning audio baseline for Interspeech 2019 ComParE challenge.