Properties (57)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Library
|
| gptkbp:compatibleWith |
Python
|
| gptkbp:developedBy |
gptkb:Facebook_AI_Research
|
| gptkbp:hasAmenities |
Online documentation
|
| gptkbp:hasOccupation |
Active user community
|
| https://www.w3.org/2000/01/rdf-schema#label |
TorchAudio
|
| gptkbp:integratesWith |
gptkb:TorchScript
|
| gptkbp:partOf |
PyTorch_ecosystem
|
| gptkbp:provides |
Audio effects
Visualization tools Pre-trained models Audio analysis tools Audio restoration tools Preprocessing tools Customizable pipelines Audio augmentation techniques Audio dataset classes Audio dataset loading functions Audio feature extraction methods Audio filtering tools Audio loading utilities Audio model evaluation tools Audio segmentation tools Audio synthesis tools Audio tagging tools Data loaders for audio Dataset utilities Preprocessing functions Transforms for audio data Audio_data_manipulation_tools |
| gptkbp:releasedIn |
2019
|
| gptkbp:supports |
gptkb:PyTorch
Feature extraction Batch processing Real-time audio processing Cross-platform compatibility Multi-channel audio Multiple audio formats Time-frequency analysis Audio mixing tools Audio classification tasks Audio feature extraction pipelines Audio feature visualization Audio generation tasks Audio model deployment Audio model training Custom audio formats Feature normalization Loading audio files On-the-fly data augmentation Streaming audio data GPU_acceleration |
| gptkbp:usedFor |
Audio processing
|
| gptkbp:usedIn |
Speech recognition
Music information retrieval Sound classification Deep learning models |