Signal Processing Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Robust Speaker Identification

Explore robust speaker identification techniques and methodologies in this comprehensive workshop presentation from Johns Hopkins University's CLSP.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

A Multinomial View of Signal Spectra for Latent-Variable Analyses

Discover how signal spectra can be modeled as multinomial distributions for advanced latent-variable analysis techniques in speech and language processing.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Geometric Source Separation - Merging Convolutive Source Separation with Geometric Beamforming

Discover how geometric beamforming merges with convolutive source separation techniques for advanced audio signal processing and speech enhancement applications.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Microphone Arrays and Their Applications

Explore microphone array technology and practical applications in speech processing and acoustic signal enhancement.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

From Bases to Exemplars, and From Separation to Understanding

Explore advanced signal processing techniques transitioning from basis decomposition to exemplar-based methods for audio separation and understanding.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Time Independent ICA through a Fisher Game

Discover how Fisher Game theory enables time-independent Independent Component Analysis for advanced signal processing and machine learning applications.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Digital Signal Processing 1: Basic Concepts and Algorithms

648 ratings at Coursera

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.

• Coursera
• 1 day 4 hours 44 minutes
• Self-Paced
• Paid Course

Codificación de audio: Más allá del MP3

Explora la codificación de audio más allá del MP3, desde compresión y digitalización hasta estándares MPEG y codificadores avanzados, optimizando calidad y espacio en señales digitales.

• Coursera
• 6 weeks, 2 hours a week
• Self-Paced
• Paid Course

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

4 ratings

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours
• Self-Paced
• Free Video

Career Certificate

Adobe Audition

Master audio editing fundamentals in Adobe Audition to enhance, repair, and mix audio for videos and animations. Learn essential workflows, tools, and techniques for professional sound production.

• Noble Desktop
• 6 hours
• Self-Paced
• $395.00

Career Certificate

Neuroscience and Neuroimaging

3329 ratings at Coursera

Explore neuroscience and neuroimaging through fundamental concepts, fMRI principles, and practical neurohacking using R. Gain skills in experimental design, data analysis, and cutting-edge brain research techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Digital Signal Processing 2: Filtering

198 ratings at Coursera

Explore digital filtering techniques, from basic concepts to advanced filter design and adaptive processing, enhancing your signal processing toolkit for real-world applications.

• Coursera
• 18 hours 24 minutes
• Self-Paced
• Paid Course

Valerio Velardo - The Sound of AI

Automatic Song Remixes With Audio Signal Processing and Simple Machine Learning

Explore Python-based Infinite Remixer for automatic song remixes using beat tracking and Nearest Neighbours search. Learn system design, usage, experiments, and potential improvements for innovative music creation.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Software Defined Radio Signal Processing with a 5 Microcontroller

Explore software-defined radio signal processing using a 5 microcontroller, covering hardware, architecture, operating systems, and advanced signal processing techniques.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Hack In The Box Security Conference

Signal Processing with GNURadio and SDRs

Hands-on tutorial for signal processing using GNURadio and SDR hardware. Learn digital signal processing techniques, modulation, and practical applications for security assessment of communication systems.

• YouTube
• 2 hours 5 minutes
• Self-Paced
• Conference Talk