Signal Processing

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Fourier Transform Explained Intuitively

Visual explanation of Fourier series for audio signals

🎓Courses(44)

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Build a Small Radar System Capable of Sensing Range, Doppler, and Synthetic Aperture Radar Imaging

Learn signal processing by building a small radar system! Explore range, Doppler, & synthetic aperture radar imaging with MIT's open course.

Adaptive Antennas and Phased Arrays

Learn about adaptive antennas & phased arrays for signal processing with this course by Alan J. Fenn. Explore beamforming & spatial filtering techniques!

Introduction to Radar Systems

Learn the fundamentals of radar systems and signal processing with this introductory course from Robert M. O'Donnell.

Digital Signal Processing

Learn digital signal processing with Prof. Oppenheim's MIT course. Explore core signal-processing concepts & techniques.

Signals and Systems

Learn signal-processing fundamentals with Prof. Oppenheim's Signals and Systems course. Explore key concepts and applications.

Sensor Technologies for Interactive Environments

Learn signal-processing for interactive environments with Prof. Paradiso's MIT course on sensor technologies. Explore practical applications!

Pattern Recognition and Analysis

Learn pattern recognition & analysis techniques for signal processing. Explore key concepts with MIT's Media Lab course.

Computational Camera and Photography

Explore signal processing in photography with Prof. Raskar's MIT course on computational cameras! Learn image formation and manipulation techniques.

Signals, Systems and Information for Media Technology

Learn signal processing fundamentals with this MIT course, "Signals, Systems, and Information for Media Technology" by Picard, Bove, & Smithwick.

Functional Magnetic Resonance Imaging: Data Acquisition and Analysis

Learn fMRI data acquisition & analysis with Dr. Gollub's MIT course! Master signal processing techniques for brain imaging.

Biomedical Signal and Image Processing

Learn biomedical signal & image processing with this comprehensive MIT course by Drs. Clifford, Fisher, Greenberg & Wells. Explore key techniques!

Pattern Recognition for Machine Vision

Learn pattern recognition techniques for machine vision with this signal-processing course from Dr. Heisele & Dr. Ivanov.

Ultrafast Optics

Learn signal processing through ultrafast optics with Prof. Kärtner's MIT course. Explore core principles & applications.

Transcribing Prosodic Structure of Spoken Utterances with ToBI

Learn ToBI prosodic transcription for spoken utterances with this signal-processing course by MIT experts! Analyze intonation & timing in speech.

Representation and Modeling for Image Analysis

Learn image analysis with MIT's Prof. Golland! This signal-processing course covers representation and modeling techniques.

Machine Vision

Learn signal processing through the lens of Machine Vision with Prof. Berthold Horn's MIT course. Explore image analysis & computer vision!

High Speed Communication Circuits

Learn high-speed communication circuit design principles with MIT's signal-processing course by Profs. Lee & Perrott.

Receivers, Antennas, and Signals

Learn signal processing fundamentals with Prof. Staelin's "Receivers, Antennas, and Signals" MIT course. Explore antennas & signal theory!

Optical Signals, Devices, and Systems

Explore optical signal processing with Prof. Warde's MIT course! Learn about devices and systems for manipulating light-based signals.

Acoustics of Speech and Hearing

Explore speech & hearing acoustics through signal processing with MIT's Profs. Shera, Rosowski, Stevens & Braida.

Laboratory on the Physiology, Acoustics, and Perception of Speech

Explore speech physiology, acoustics & perception using signal processing techniques. Course by Perkell, Stevens & Shattuck-Hufnagel.

Speech Communication

Explore signal processing for speech communication with Prof. Stevens' MIT course. Learn the fundamentals of speech production and perception.

Information Theory

Learn Information Theory with Prof. Médard's MIT course. Explore signal processing concepts & coding for efficient data transmission.

Stochastic Processes, Detection, and Estimation

Learn stochastic processes, detection, and estimation techniques with this MIT signal processing course by Wornell & Willsky.

Automatic Speech Recognition

Learn signal processing for Automatic Speech Recognition with this course from Dr. Glass & Prof. Zue. Dive into the core concepts today!

Discrete-Time Signal Processing

Learn discrete-time signal processing with Prof. Oppenheim's MIT course. Explore key concepts & techniques!

Introduction to Electronics, Signals, and Measurement

Learn electronics, signals, and measurement with this introductory signal processing course from MIT professors. Explore core concepts today!

Information and Entropy

Explore information theory & entropy with MIT's Profs. Penfield & Lloyd. Learn key signal-processing concepts in this comprehensive course.

Introduction to EECS II: Digital Communication Systems

Learn the fundamentals of digital communication systems and signal processing with this introductory EECS course from MIT professors.

Signals, Systems and Inference

Learn signal processing fundamentals with MIT's Signals, Systems, and Inference course by Verghese, Oppenheim, & Hagelstein.

Introduction to Communication, Control, and Signal Processing

Learn signal processing fundamentals with this introductory course from MIT Professors Oppenheim & Verghese. Explore communication & control concepts!

Signals and Systems

Learn signal processing fundamentals with Prof. Freeman's MIT Signals and Systems course. Explore theory & applications.

Principles of Oceanographic Instrument Systems -- Sensors and Measurements (13.998)

Explore oceanographic instruments & signal processing with MIT's 13.998 course. Learn sensor measurements from Drs. Irish & Williams!

Topics in Linguistic Theory: Laboratory Phonology

Explore signal processing in phonology with Prof. Flemming's MIT course. Delve into acoustic analysis and speech production theories.

Music and Technology: Sound Design

Learn sound design with Dr. Hollerweger's MIT course. Explore signal processing techniques for music and technology.

Music and Technology: Recording Techniques and Audio Production

Learn signal-processing through recording techniques and audio production. Course by Dr. Florian Hollerweger.

Analysis and Design of Digital Control Systems

Learn to analyze & design digital control systems with this MIT course by Prof. Trumper. Explore signal processing principles & applications.

Signal Processing: Continuous and Discrete

Learn continuous & discrete signal processing with Prof. Rowell's MIT course. Explore core concepts & techniques.

Identification, Estimation, and Learning

Learn signal processing techniques for system identification, estimation, and adaptive learning. Course by Prof. Harry Asada.

Biological Engineering II: Instrumentation and Measurement

Learn signal processing in biological engineering with this MIT course. Covers instrumentation & measurement techniques.

Wavelets, Filter Banks and Applications

Explore wavelets, filter banks, and their applications in signal processing with Profs. Strang & Amaratunga. Learn key concepts & practical techniques!

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

Learn matrix methods for data analysis, signal processing, and machine learning with Prof. Gilbert Strang's MIT course.

Digital Signal Processing 1: Basic Concepts and Algorithms

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment. By reworking the principles of electronics, telecommunication and computer science into a unifying paradigm, DSP is a the heart of the digital revolution that brought us CDs, DVDs, MP3 players, mobile phones and countless other devices. In this series of four courses, you will learn the fundamentals of Digital Signal Processing from the ground up. Starting from the basic definition of a discrete-time signal, we will work our way through Fourier analysis, filter design, sampling, interpolation and quantization to build a DSP toolset complete enough to analyze a practical communication system in detail. Hands-on examples and demonstration will be routinely used to close the gap between theory and practice. To make the best of this class, it is recommended that you are proficient in basic calculus and linear algebra; several programming examples will be provided in the form of Python notebooks but you can use your favorite programming language to test the algorithms described in the course.

Audio Signal Processing for Music Applications

In this course you will learn about audio signal processing methodologies that are specific for music and of use in real applications. We focus on the spectral processing techniques of relevance for the description and transformation of sounds, developing the basic theoretical and practical knowledge with which to analyze, synthesize, transform and describe audio signals in the context of music applications. The course is based on open software and content. The demonstrations and programming exercises are done using Python under Ubuntu, and the references and materials for the course come from open online repositories. We are also distributing with open licenses the software and materials developed for the course.

📚Books(3)

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The Scientist and Engineer's Guide to Digital Signal Processing

Learn signal processing fundamentals with Steven W. Smith's guide, essential for scientists and engineers. Available now!

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Mixing Audio: Concepts, Practices, and Tools

Mixing Audio: Concepts, Practices, and Tools - A book resource

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The Audio Effects Workshop

The Audio Effects Workshop - A book resource

🌐Websites(5)

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DSP Related

Articles and forums on signal processing

DSP Guide

Free online book and resources for DSP

soundonsound.com

Sound On Sound is a long-running online magazine for music production and audio engineering, offering practical tutorials, gear and plugin reviews, and in-depth articles on recording, mixing, mastering, and signal processing. It covers techniques, workflows, and equipment across DAWs and hardware to help engineers and producers improve their craft.

puremix.net

PureMix is a professional music production tutorial site offering in-depth video masterclasses on mixing, recording, and signal processing, featuring real-session demonstrations, gear and plugin demos, and workflow-focused tutorials.

musicradar.com

MusicRadar is a music gear and production site offering news, reviews, features, and tutorials on synthesizers, software plugins, effects, recording, and sound design.