Learning Multiscale Features Directly From Waveforms

Zhenyao Zhu, Jesse H. Engel, Awni Hannun

Deep learning has dramatically improved the performance of speech recognition systems through learning hierarchies of features optimized for the task at hand. However, true end-to-…