Signal Processing Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Acoustic Scene Analysis, Complex Modulations, and a New Form of Filtering - 2008

Explore acoustic scene analysis, complex modulations, and innovative filtering techniques for separating overlapping sound sources in noisy environments.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Looking Back and Ahead in a Spiral

Explore the cyclical nature of scientific progress with Stéphane Mallat's insightful analysis of past discoveries and future directions in mathematics and physics.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Conference GSI

On Fisher Information Matrix, Array Manifold Geometry and Time Delay Estimation

Explore Fisher information matrix, array manifold geometry, and time delay estimation concepts in signal processing and their interconnected applications.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Conference GSI

Signature Estimation and Signal Recovery Using Median of Means

Explore robust signature estimation and signal recovery techniques using Median of Means, enhancing resilience in data analysis and signal processing applications.

• YouTube
• 20 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Sinusoid and Phasor - Lecture 2

Explore sinusoids and phasors, fundamental concepts in electrical engineering and signal processing.

• YouTube
• 22 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Lock-in Detection

Explore lock-in detection techniques for signal processing and measurement applications. Learn principles, implementation, and practical uses in various scientific fields.

• YouTube
• 38 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Analog vs Digital: Understanding Signal Types and Number Representation

Explore the fundamental differences between analog and digital signals, including number representation using binary states.

• YouTube
• 35 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Wavelet Transform: Introduction and Fundamentals - Part 1

Explore the fundamentals of wavelet transform in this introductory lecture, laying the groundwork for understanding its applications in signal processing and analysis.

• YouTube
• 30 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Hilbert Transforms - Introduction and Fundamentals - Part 1

Explore Hilbert Transforms fundamentals in signal processing. Learn key concepts, applications, and mathematical foundations for analyzing complex signals and systems.

• YouTube
• 24 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Introduction to Wavelet Transform - Part 3

Explore advanced concepts of wavelet transform, including applications and analysis techniques. Deepen understanding of signal processing and data analysis using wavelets.

• YouTube
• 28 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Introduction to Wavelet Transform - Part 2 - Lecture 23

Explore advanced concepts of wavelet transform, building on previous knowledge to deepen understanding of this powerful signal processing technique.

• YouTube
• 31 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Digital Phase Error Detectors: S-R Flip Flop Based Phase Detectors - Part II

Explore S-R flip flop based phase detectors, analyzing their linear range, gain, and comparing them to EXOR-based detectors for digital phase error detection.

• YouTube
• 19 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Frequency Acquisition Limits in Type-I PLLs

Explore frequency acquisition limitations, asymmetric beat notes, and pull-in voltage for Type-I PLLs, enhancing understanding of PLL design constraints.

• YouTube
• 19 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Time Domain Analysis of a Simple PLL

Analyze a simple PLL mathematically and through simulation, focusing on initial frequency error in the time domain.

• YouTube
• 22 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Noise Analysis in Charge Pump Phase-Locked Loop (CP-PLL): Part II

Explore noise transfer functions, output noise power spectral density, and output jitter calculation in charge pump phase-locked loops (CP-PLLs).

• YouTube
• 43 minutes
• On-Demand
• Free Video