Type: huggingface.audio_classification.AudioClassifier
Namespace: huggingface.audio_classification
Description
Classifies audio into predefined categories. audio, classification, labeling, categorization
Use cases:
- Classify music genres
- Detect speech vs. non-speech audio
- Identify environmental sounds
- Emotion recognition in speech
Recommended models
- MIT/ast-finetuned-audioset-10-10-0.4593
- ehcalabres/wav2vec2-lg-xlsr-en-speech-emotion-recognition
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.audio_classification |
The model ID to use for audio classification | {'type': 'hf.audio_classification', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| audio | audio |
The input audio to classify | {'type': 'audio', 'uri': '', 'asset_id': None, 'data': None} |
| top_k | int |
The number of top results to return | 10 |
Outputs
| Output | Type | Description |
|---|---|---|
| output | Dict[str, float] |
Metadata
Related Nodes
Browse other nodes in the huggingface.audio_classification namespace.