Signal Processing Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

An Implementation of Sub-Space Model Based ASR - Workshop 2009

Discover advanced sub-space modeling techniques for automatic speech recognition systems through practical implementation strategies and research findings.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

The Ratio Spectrum With Applications to Speech Processing

Explore the ratio spectrum technique and its practical applications in speech signal processing and analysis.

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

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

Center for Language & Speech Processing(CLSP), JHU

Detection and Segmentation of Phonemes in Real Time for Lip-Synch Application

Explore real-time phoneme detection and segmentation techniques for lip-synchronization applications in speech processing and computer graphics.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Efficient Coding of Natural Sounds - Part 1

Discover how the brain efficiently processes and codes natural sounds through computational models and neural mechanisms in this foundational lecture.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Digital Signal Processing 1: Basic Concepts and Algorithms

647 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

3326 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