rename module

This commit is contained in:
Joel Mathew Thomas
2025-03-18 18:30:39 +05:30
parent 56e5261234
commit dcd1cc4c8d
3 changed files with 5 additions and 5 deletions
@@ -1,7 +1,7 @@
import librosa
import numpy as np
def generate_spectogram(audio_file: str, spectogram_type: str = 'mel', sr: int = 22050):
def generate_spectrogram(audio_file: str, spectrogram_type: str = 'mel', sr: int = 22050):
"""
Generates a spectrogram array from an audio file.
@@ -19,16 +19,16 @@ def generate_spectogram(audio_file: str, spectogram_type: str = 'mel', sr: int =
# Load the audio file
waveform, sr = librosa.load(audio_file, sr=sr)
# Create the spectogram
if spectogram_type == 'mel':
# Create the spectrogram
if spectrogram_type == 'mel':
spec = librosa.feature.melspectrogram(y=waveform, sr=sr)
spec_db = librosa.power_to_db(spec, ref=np.max) # Convert to decibels
plot_data = {'sr': sr, 'x_axis': 'time', 'y_axis': 'mel'}
elif spectogram_type == 'stft':
elif spectrogram_type == 'stft':
spec = np.abs(librosa.stft(waveform))
spec_db = librosa.amplitude_to_db(spec, ref=np.max)
plot_data = {'sr': sr, 'x_axis': 'time', 'y_axis': 'log'}
else:
raise ValueError(f"Unsupported spectogram type: {spectogram_type}")
raise ValueError(f"Unsupported spectrogram type: {spectrogram_type}")
return spec_db, plot_data