Audio Classification
Transformers
Safetensors
English
audio-spectrogram-transformer
audio
ast
music
mood
# Load model directly
from transformers import AutoFeatureExtractor, AutoModelForAudioClassification
extractor = AutoFeatureExtractor.from_pretrained("guyPerry/audio-mood-classifier")
model = AutoModelForAudioClassification.from_pretrained("guyPerry/audio-mood-classifier", device_map="auto")Quick Links
Audio Mood Classifier
Fine-tuned Audio Spectrogram Transformer (AST) for music mood classification.
Classes
| Label | Description |
|---|---|
| calm_melancholic | Slow, introspective, melancholic |
| moderate_neutral | Balanced, mid-energy, neutral feel |
| energetic_upbeat | Fast, high-energy, upbeat |
Usage
from transformers import pipeline
classifier = pipeline("audio-classification", model="guyPerry/audio-mood-classifier")
result = classifier("song.mp3")
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="guyPerry/audio-mood-classifier")