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Examples

Interactive Jupyter notebooks demonstrating pyvoicebox with real speech data. Audio is downloaded automatically on first run.

Each notebook has a %pip install cell at the top — uncomment it to run on Google Colab.

Notebook Description Colab
Visualize Speech Waveform, spectrogram, MFCCs, and pitch tracking Open in Colab
Clean Up Noisy Speech Add noise, run MMSE enhancement, measure SNR Open in Colab
Inside the Vocal Tract LPC spectral envelopes, coefficient conversions Open in Colab
Speaker Identification GMM-based speaker classification Open in Colab
Emotion Recognition TEO vs MFCC on EmoDB with Random Forest Open in Colab

Running locally

pip install "pyvoicebox-sap[notebooks]"
jupyter notebook notebooks/