This repository contains several analyses of audio data, including waveform and spectrogram analysis, silence detection, and data distribution visualization.
- Duration analysis
- Analysis of audio less than 1 second in duration
- TBD
- Waveform and spectrogram analysis
- Silence detection by framesize
- Total and actual silence detection
- Audio issue identification
- In-depth analysis with histograms
- Outlier detection
In addition to the analyses listed above, this repository also includes several visualizations of data distribution based on actual speech percentage.
To use the code in this repository, simply clone the repository to your local machine and run the desired analysis scripts. Use the following command to clone:
git clone https://github.com/eliashossain001/Audio-Signal-Analysis.git
Contributions to this repository are welcome! If you find any issues or have ideas for additional analyses or improvements, please submit a pull request or open an issue.