I want to recognize most of the instruments (at least 6 types) from a music flac/mp3 file and I need a model and it's filename like 'instrument_classification_model.h5' (for python libROSA or MIRaGE). I have tried to search and find it but failed, Does anyone know the download URL, another alternative file or another method to recognize ?
# import
import librosa
import librosa.feature
import librosa.util
import librosa.core
# load file and transform to number
audio_path = 'music.wav'
audio, sr = librosa.load(audio_path)
# get mfcc
mfcc = librosa.feature.mfcc(audio, sr=sr)
# load model
model = librosa.util.load_hdf5('instrument_classification_model.h5')
# ...