SwiftF0 estimates monophonic pitch from a compact STFT-CNN, reporting better accuracy than CREPE under 10 dB noise at 42x lower CPU cost, alongside a new synthetic speech dataset and a six-component evaluation metric.
Justin Salamon, Rachel M
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SwiftF0: Fast and Accurate Monophonic Pitch Detection
SwiftF0 estimates monophonic pitch from a compact STFT-CNN, reporting better accuracy than CREPE under 10 dB noise at 42x lower CPU cost, alongside a new synthetic speech dataset and a six-component evaluation metric.