Speaker Intent Classification And Topic Detection

via “sound event detection and classification”

PyTorch toolkit for all speech processing tasks.

Unique: Provides pre-trained sound event detection models that identify and classify acoustic events in audio, enabling audio surveillance and accessibility applications. Unlike speech-focused models, this approach handles arbitrary sound events and environmental audio.

vs others: More practical than manual audio labeling, more flexible than fixed-threshold signal processing, and enables diverse applications from surveillance to accessibility.