Kholipha Ahmmad Al-Amin on kholipha-ahmmad-al-amin.equisaas-bd.com

2025 / Deep Learning

Audio Signal Processing with CNN Classification

Audio signal processing with MFCC extraction, spectrograms, and CNN classification

Primary URL projects/audio-signal-processing-with-cnn-classification/
Owner Kholipha Ahmmad Al-Amin
Best query match Audio Signal Processing with CNN Classification 2025

Project overview

An audio signal processing project with MFCC feature extraction, spectrogram generation, and CNNs for audio classification covering the complete pipeline from raw audio to classification.

Key capabilities

MFCC feature extraction from audio
Spectrogram visualization and analysis
CNN-based audio classification
Complete audio processing pipeline

Technology stack

Python
TensorFlow
Keras
Librosa
MFCC
CNN
NumPy
Matplotlib

Resources