CREPE: A Convolutional Representation for Pitch Estimation

17 Feb 2018Jong Wook KimJustin SalamonPeter LiJuan Pablo Bello

The task of estimating the fundamental frequency of a monophonic sound recording, also known as pitch tracking, is fundamental to audio processing with multiple applications in speech processing and music information retrieval. To date, the best performing techniques, such as the pYIN algorithm, are based on a combination of DSP pipelines and heuristics... (read more)

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