🔊Lecturer: Ivan Beskrovny
🔊Pre-recorded video lectures: see group chat.
🔊Live Q&A sessions: Wednesdays 19:00 GMT+3. Recordings are uploaded afterwards.
All homeworks can be found in "homework" folder.
1st week assignment (deadline - November 2nd) [submit here]
- Романюк Ю.А. Основы цифровой обработки сигналов. Учебное пособие. Часть 1. Издание второе, переработанное. М. 2007г.
- Романюк Ю.А. Дискретное преобразование Фурье в цифровом спектральном анализе. Учебное пособие. М. 2007г.
- Оппенгейм А., Шафер Р. Цифровая обработка сигналов. Техносфера. Москва 2012 / Digital Signal Processing Alan V. Oppenheim, Ronald W. Schafer
- Богнер Р., Константинидис А. Введение в цифровую фильтрацию / Пер. с англ.; Под ред. Л.И. Филлипова. М.: Мир, 1976 / Introduction to digital filtering Edited by R. E. Bogner and A. G. Constantinides, Wiley, London, 1975
- Steven W. Smith. The Scientist and Engineer's Guide to Digital Signal Processing, 1997
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking
TASNET: TIME-DOMAIN AUDIO SEPARATION NETWORK FOR REAL-TIME, SINGLE-CHANNEL SPEECH SEPARATION
IMPROVING SPEAKER DISCRIMINATION OF TARGET SPEECH EXTRACTION WITH TIME-DOMAIN SPEAKERBEAM
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation
FRAME-BY-FRAME CLOSED-FORM UPDATE FOR MASK-BASED ADAPTIVE MVDR BEAMFORMING
Time-of-Arrival Estimation for Blind Beamforming
Fundamentals of Acoustic Beamforming
What Is Signal-to-Noise Ratio and Why Does It Matter?
SDR – HALF-BAKED OR WELL DONE?
Modified bark spectral distortion measure which uses noise masking threshold
ATTENTION IS ALL YOU NEED IN SPEECH SEPARATION
Conformer: Convolution-augmented Transformer for Speech Recognition