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Audio Processing Tasks for Deep Learning by Hyndu Chowdary is a document available to read on EtoBox.

What is Audio Processing Tasks for Deep Learning about?

Music transcription aims to convert an audio recording into written musical notation. While challenging, approaches to solve it include parsing the audio file to extract features like onset detection and pitch estimation. These features can then be used to train machine learning models to segment the audio into measures and identify pitch and rhythm. Deep learning has improved the accuracy of music transcription but it remains an difficult open problem.

Author

Hyndu Chowdary

Language

EN