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eess.AS2025
HARP 2.0: Expanding Hosted, Asynchronous, Remote Processing for Deep Learning in the DAW
Christodoulos Benetatos, Frank Cwitkowitz, Nathan Pruyne +4
HARP 2.0 brings deep learning models to digital audio workstation (DAW) software through hosted, asynchronous, remote processing, allowing users to route audio from a plug-in inter…
eess.AS2024
Cross-domain Neural Pitch and Periodicity Estimation
Max Morrison, Caedon Hsieh, Nathan Pruyne +1
Pitch is a foundational aspect of our perception of audio signals. Pitch contours are commonly used to analyze speech and music signals and as input features for many audio tasks,…
eess.AS2024
Fine-Grained and Interpretable Neural Speech Editing
Max Morrison, Cameron Churchwell, Nathan Pruyne +1
Fine-grained editing of speech attributes$\unicode{x2014}$such as prosody (i.e., the pitch, loudness, and phoneme durations), pronunciation, speaker identity, and formants$\unicode…