Loading Events

« All Events

  • This event has passed.

Single Channel Speech Enhancement: From Wiener Filtering to Neural Networks

March 29, 2023 @ 8:00 am - 9:00 am

In this talk we will discuss the history and the modern state of sound capturing and speech enhancement. We will start with the general architecture of speech enhancement pipelines for the needs of hands-free telecommunication and distant speech recognition. The talk will discuss both classical approaches using statistical signal processing and deep learning using neural networks. It will be illustrated with real-life examples from the speech enhancement audio pipelines in Kinect, HoloLens, and Teams.

Co-sponsored by: Fairleigh Dickinson University

Speaker(s): Dr. Ivan Tashev,

Agenda:
In this talk we will discuss the history and the modern state of sound capturing and speech enhancement. We will start with the general architecture of speech enhancement pipelines for the needs of hands-free telecommunication and distant speech recognition. The talk will discuss both classical approaches using statistical signal processing and deep learning using neural networks. It will be illustrated with real-life examples from the speech enhancement audio pipelines in Kinect, HoloLens, and Teams.

Virtual: https://events.vtools.ieee.org/m/350936

Details

Date:
March 29, 2023
Time:
8:00 am - 9:00 am
Event Category:
Website:
https://events.vtools.ieee.org/m/350936

Organizer

fang_luo@stonybrook_edu
Email
fang_luo@stonybrook_edu
Social Media Auto Publish Powered By : XYZScripts.com