Guitar-Chord-Recognizer

An application that recognizes a chord played on a guitar.

Requirements and Dependencies

Clone the repository and install the dependencies using pip package manager.

python3 -m pip install -r requirements.txt

Run

cd src
streamlit run app.py

Demo

Inference

The chord played on a guitar is recorded and converted into a MelSpectogram. The spectogram is then fed into a CNN that predicts the chord.

Limitation

• The dataset had a collection of ten different chords, so the model is only capable to recognize those chords. The chords are : 'a', 'am', 'bm', 'c', 'd', 'dm', 'e', 'em', 'f' and 'g'.

Download the dataset

cd input
./download.sh