Speech and Audio Recognition - Course Materials

Speech and Audio Recognition - Course Materials

This directory contains course materials for Speech and Audio Recognition (Fall 2025).

Directory Structure

  • lectures/ - Lecture notes and slides (PDF files)
  • assignments/ - Assignment descriptions and materials
  • materials/ - Additional course materials, references, and resources

How to Add Materials

  1. Place PDF files in the appropriate subdirectory
  2. Update the course page to link to new materials
  3. Use descriptive filenames (e.g., lecture01-introduction.pdf)

Weekly Class Plan

Week1: Introduction Week2: Digital Signal Processing Week3: Speech Recognition 1 Week4: Speech Recognition 2 Week5: Self-Supervised Models for Audio Week6: Source Separation 1 Week7: Source Separation 2 Week8: Midterm exam Week9: Audio-Visual Deep Learning Week10: Robot Audition Week11: Multi-channel Audio Processing Week12: Sound Source Localization Week13: Multi-channel Speech Separation & ASR Week14: Diffusion-based TTS Week15: Final Project