NTR organizes scientific webinars about neural networks and invites speakers from all over the world to lead them.
On January 19 Olga Slizovskaia, R&D Engineer, Voctro Labs S.L., Barcelona, Spain, held a technical Zoom webinar on Single-channel source separation for audio data: modern methods and applications.
What the webinar covered:
- Single-channel source separation in audio data, starting with an overview of modern source separation methods describing their applications in music and speech.
- The different input data representations, including reviewing the pros and cons of using spectrograms and raw audio.
- A detailed framework of modern supervised and self-supervised methods, both in the classical audio-only context, as well as in a scope of score- and video-assisted source separation.
- Outline solutions for cases of an unknown number of sources in the data and discuss quantitative metrics for quality assessment.
Moderator and contact:
NTR CEO Nick Mikhailovsky: nickm@ntrlab.com.