Display a mel-scaled power spectrogram using librosa

gistfile1.py

# Mostly taken from: http://nbviewer.ipython.org/github/bmcfee/librosa/blob/master/examples/LibROSA%20demo.ipynb

import librosa
import matplotlib.pyplot as plt

# Load sound file
y, sr = librosa.load("filename.mp3")

# Let's make and display a mel-scaled power (energy-squared) spectrogram
S = librosa.feature.melspectrogram(y, sr=sr, n_mels=128)

# Convert to log scale (dB). We'll use the peak power as reference.
log_S = librosa.logamplitude(S, ref_power=np.max)

# Make a new figure
plt.figure(figsize=(12,4))

# Display the spectrogram on a mel scale
# sample rate and hop length parameters are used to render the time axis
librosa.display.specshow(log_S, sr=sr, x_axis='time', y_axis='mel')

# Put a descriptive title on the plot
plt.title('mel power spectrogram')

# draw a color bar
plt.colorbar(format='%+02.0f dB')

# Make the figure layout compact
plt.tight_layout()

Great tutorial. You're forgetting plot.show().

Nice work. In v6.0, librosa.logamplitude(S, ref_power=np.max) is replaced by librosa.amplitude_to_db(S, ref=np.max)

Nice work. In v6.0, librosa.logamplitude(S, ref_power=np.max) is replaced by librosa.amplitude_to_db(S, ref=np.max)

Thanks!!

Nice work. In v6.0, librosa.logamplitude(S, ref_power=np.max) is replaced by librosa.amplitude_to_db(S, ref=np.max)

you can also use librosa.amplitude.power_to_db(S, ref = np.max)

you also need import librosa.display instead of import librosa