Audio and acoustics
Tool
RespireNet: A Deep Neural Network for Accurate Abnormality Detection in Lung Sounds using Device specific fine-tuning
Auscultation of respiratory sounds is the primary tool for screening and diagnosing lung diseases. Automated analysis, coupled with digital stethoscopes, can play a crucial role in enabling telescreening of fatal lung diseases. Deep neural networks…
Project
AI Music
Muzic is a research project on AI music that empowers music understanding and generation with deep learning and artificial intelligence. Muzic is pronounced as [ˈmjuːzeik] and ‘谬贼客’ (in Chinese). Besides the logo in image version…
Project
Text to Speech
We are working on neural network based text to speech (TTS). including acoustic model, vocoder, frontend, and end-to-end text-to-wave model. Our research works have been transferred in Microsoft Azure TTS service to improve the product…
Group
LEAP – Language, Learning, Audio, Privacy
Scientists and engineers in the LEAP (Language, Learning, Audio, Privacy) research area make and harness advances in machine learning, natural language processing, and signal processing to: We advance the state-of-the-art in AI while providing practical…