Deep Learning in Audio for Absolute Beginners: From No Experience to a Deployed Model
Jumpstart deep learning in audio: from basics to deploying models. Learn myths, fast techniques, dataset creation, PyTorch training, and real-time plugin deployment for Virtual Analog modeling.
Running High Channel Count Audio Applications on Linux RT
Explore Linux kernel features for real-time audio processing, focusing on performance control and glitch-free output in high channel count applications. Learn from commercial product examples.
Odd Challenges of Using Deep Learning in Designing a Feedback Delay Network Reverb
Explore challenges in optimizing audio effects using deep learning, focusing on Feedback Delay Network reverb design. Gain insights into DSP, machine learning, and innovative approaches to audio processing.
Inference Engines and Audio - Machine Learning in Audio Applications
Explore inference pipelines in machine learning for audio applications, including common engines, their functionality, and creating custom solutions for platforms like Cmajor.
Exploration of Strongly-Typed Units: A Case Study from Digital Audio - Lecture
Explore strongly-typed units in digital audio processing, examining real-world examples and the mp-units library for C++. Learn to prevent unit-related errors and enhance code safety.
Deep Learning for DSP Engineers: Challenges and Tricks for Audio AI
Explore AI-based musical instrument development from a DSP engineer's perspective. Learn about real-time audio models, dataset creation, and deployment, with insights from HITar and Bessel's Trick projects.
Hugging Face and Ray AIR Integration for Scalable Machine Learning
Explore Hugging Face and Ray AIR integration for scalable model training and data loading. Learn to create end-to-end workflows from data ingest to inference and serving.
Building a Digital Filter - Simulation, Example, and Implementation
Comprehensive guide to digital filter design, covering theory, simulation, and practical implementation. Includes hands-on examples, hardware setup, and code explanations for both beginners and experienced engineers.
High-Speed Differential Pairs: Software Solutions for Signal Integrity Issues
Explore high-speed differential pair troubleshooting, covering loss, equalization, discontinuities, crosstalk, and training processes. Learn PCB layout tips and signal integrity insights from industry expert Donald Telian.
Text-to-Speech Fine-tuning Tutorial - StyleTTS2 Voice Cloning and Model Adaptation
Master text-to-speech fine-tuning techniques, from dataset preparation to model training. Explore voice cloning, StyleTTS2, and performance optimization for advanced speech synthesis projects.
Exploration of Strongly-typed Units in C++ - A Case Study from Digital Audio
Explore strongly-typed units in C++ for digital audio processing. Learn to prevent API and math mistakes using user-defined types, conversion operators, and operator overloading. Examine the mp-units library proposal.
Making a Standalone Effects Pedal System Based on Embedded Linux
Explore the creation of a real-time, optimized Linux audio platform for standalone effects pedals, focusing on MOD Audio's custom OS and the MOD Dwarf's development process.
Complete Logic Pro Tutorial for Music Production and Song Development
Master music production in Logic Pro from demo to finished song, covering essential techniques for instruments, drums, and vocals while learning professional workflow optimization and sound design.
Mixing Death Metal From Start to Finish - Hybrid Setup
Master the art of mixing death metal using a hybrid setup, from drum processing and guitar tones to vocal effects and final mix techniques. Learn professional approaches for achieving aggressive, powerful sound.
Mastering Music: Analog and Digital Techniques with Lurssen Mastering
Master professional music mastering techniques from 5x Grammy-winning Lurssen Mastering experts, covering both analog and digital approaches to achieve industry-standard sound quality in your productions.
Complete Guide to Ableton Live 11 Audio Effects and Processing
Master every audio effect in Ableton Live 11 with detailed explanations and practical demonstrations of filters, dynamics, modulation, time-based effects, and creative sound processing tools.
Variational Audio-Visual Representation Learning - Lecture 34
Explore advanced concepts in variational learning techniques for audio-visual data representation, focusing on cutting-edge AI methodologies and their practical applications.
What's New and Improved in Wolfram Language Version 14
Explore Wolfram Language 14's enhancements in AI, graphics, engineering, math, and more. Learn about LLM integration, data visualization, PDE models, and improved computational capabilities.
New and Powerful Components for AI and LLMs in Wolfram Language 14.1
Explore Wolfram Language 14.1's latest AI tools, including LLM connections, prompt engineering, speech recognition, and audio/video processing advancements.
Challenges and Advancements in Speaker Diarization and Recognition for Naturalistic Data
Explore advancements in speech technology for analyzing human interactions, focusing on child learning spaces and NASA APOLLO missions. Gain insights into ML-based audio processing and diarization techniques.
Speech Recognition - 2000
Explore fundamental concepts and techniques of speech recognition, including acoustic modeling, language modeling, and decoding algorithms.