Audio Machine Learning researcher specialising in Music Information Retrieval (MIR), with four years of prior studio experience as a producer and mix engineer in the film music industry.
This talk examines the caveats of using mel spectrograms as input representations for audio tagging models.
The mel-spectrogram pipeline drops information at several stages: fixed-window STFTs trade t...
