Audio Processing Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

From Bases to Exemplars, and From Separation to Understanding

Explore audio source separation techniques, from basis functions to exemplars, and learn how to achieve direct computation of tasks like noisy speech recognition without intermediate separation steps.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

New Twists for New Tricks - Making Audio Deep Learning Practical

Explore innovative approaches to audio deep learning, addressing practical challenges in efficiency, unsupervised learning, and resource-limited scenarios for enhanced audio processing and source separation.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Recognizing Sound Events - 2019

Explore deep neural networks for sound classification, covering speech, music, and environmental sounds. Learn about AudioSet ontology and applications in bioacoustics and cross-modal learning.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Computational Analysis of Sound Scenes - 2020

Explore computational sound scene analysis, covering tasks from basic classification to advanced localization and captioning, with deep learning techniques and data requirements.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Name That Tune: Finding a Song from a Sung Query

Explore techniques for music retrieval using Query by Humming, including string-alignment algorithms and hidden Markov models. Compare approaches and their effectiveness in finding songs from sung queries.

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

Produce Like A Pro

Understanding Multiband Compression

Master the art of multiband compression with expert Dennis Ward's detailed walkthrough of this essential audio processing technique for achieving professional-quality mixes and masters.

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

Deploying TinyML

15 ratings at edX

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Applied Tiny Machine Learning (TinyML) for Scale

Enhance your TinyML skills, from applications to deployment and scaling. Learn to build, program, and operationalize machine learning models for tiny devices and embedded systems.

• edX
• 18 weeks, 2-4 hours a week
• On-Demand
• $897.00
• 3 courses

Stanford Seminar - Audio Research: Transformers for Applications in Audio, Speech and Music

Explore audio research using Transformers, covering applications in music, speech, and acoustic scene understanding. Learn about advanced techniques and architectures for audio synthesis and analysis.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

Microcredential

iOS Development for Creative Entrepreneurs

Learn iOS app development essentials, from Objective-C to Swift, covering UI design, networking, security, and game creation. Build a sensor-based networked game as your final project.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 6 courses

EI Seminar - Recent Papers in Embodied Intelligence

Explore cutting-edge research in embodied intelligence, covering topics like experiment design, neuro-symbolic models, robot design, speech recognition, and social perception.

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

Microcredential

Digital Signal Processing

Comprehensive exploration of digital signal processing, covering audio processing, data transmission, Fourier transform, digital filters, and real-time DSP algorithms with practical Python examples.

• Coursera
• 17 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Ultimate Live Sound School (1st Edition)

1419 ratings at Udemy

Top of the line training for the Live Sound from a veteran who has worked with Michael Jackson & Whitney Houston

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Working with Hugging Face

Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Use EQ Effectively In Your Beats (Equalization)

33 ratings at Udemy

Learn to use EQ While Mixing Audio.. Specifically for Beatmakers and Producers!

• Udemy
• 2-3 hours
• On-Demand
• Paid Course