Awni Hannun

Publications by Year

Research Areas

Speech Recognition and Synthesis, Natural Language Processing Techniques, Speech and Audio Processing, Music and Audio Processing, Topic Modeling

Most-Cited Works

• → Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network(2018)2,790 cited
• → Deep Speech 2: End-to-End Speech Recognition in English and Mandarin(2015)2,175 cited
• → Deep Speech: Scaling up end-to-end speech recognition(2014)1,513 cited
• → Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks(2017)618 cited
• → Self-Training for End-to-End Speech Recognition(2020)203 cited
• → Wav2Letter++: A Fast Open-source Speech Recognition System(2019)167 cited
• → First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs(2014)156 cited
• → Iterative Pseudo-Labeling for Speech Recognition(2020)98 cited
• → Sequence Modeling with CTC(2017)74 cited