EE 322: Introduction to Digital Audio
Instructor: Dr. Sunil Bharitkar
Location: KAP 140
Day and Time: Fridays 2:00-4:50pm
Contact Info: email@example.com
This class will introduce students to the fascinating world of audio signal processing, room acoustics, the psychology of human hearing, and the intersection of these areas for creating and manipulating audio for applications that include home theater, automotive sound, and portable music players.
Topics covered will include:
Basics of signal processing: fundamentals of signals and systems, linear and time invariance, convolution, transfer function representation, poles and zeros, continuous and discrete time representation, fourier/Z-transforms, bilinear transform, minimum-phase/linear phase, all-pass filters, sampling and quantization, basics of coding in matlab
Fundamentals of acoustics: sound propagation, plane waves, sound pressure level, basics of room acoustics, room impulse responses, reverberation
Introduction to human hearing: structure of the ear, loudness contours, time integration of the ear, frequency selectivity, localization of sounds in 3-D space, time-frequency models
Audio processing units: FIR/IIR Comb filters, fractional delay lines, digital filters for audio
Digital audio reproduction: A/D and D/A conversion, PCM, companding, jitter, error correction, noise shaping
Spectral processing: sinusoidal modeling, feature analysis, pitch extraction, sound synthesis, morphing
Multichannel audio and advanced topics in digital audio processing: room equalization, spatial/3-D audio, audio compression, synthesizing virtual bass for consumer applications (e.g., TV/laptops, etc).
There will be a few homeworks before the midterm, a takehome midterm, and a group project for the final. There will be handouts given in class.