Machine Learning-centric, Energy-Optimized Wireless Systems - Spring 2021 Research Seminar
Explore cross-layer optimization for energy-efficient AIoT systems, integrating machine learning, wireless communication, signal processing, and VLSI architecture for ultra-low power IoT applications.
Milkymist Video Synthesizers - Cutting Edge Open Source Hardware
Explore cutting-edge open source hardware with Milkymist video synthesizers, pushing boundaries in digital visual art and live performance technology.
Reproducing Karpathy's GPT-2 for Audio - ML Scientist's Approach
Explore the reproduction of Karpathy's GPT-2 model for audio, showcasing innovative applications of machine learning in sound processing and generation.
Multimodal Q&A RAG Tool with Gemini for Data Science and Machine Learning
Develop a multimodal Q&A RAG tool using Gemini for unstructured data analysis, enhancing data science and machine learning capabilities.
D-Flow: Differentiating through Flows for Controlled Generation
Explore D-Flow framework for controlled generation in AI models, optimizing source points through flow differentiation. Learn applications in inverse problems and conditional generation.
Multilingual and Code-Switching Speech Recognition
Explore multilingual and code-switching speech recognition techniques, enhancing your understanding of advanced language processing methods.
Multilingual Speech-to-Speech Translation for Under-Resourced Languages
Explore multilingual speech-to-speech translation techniques for under-resourced languages, focusing on encoding, decoding, and analysis strategies.
New Directions in Robust Automatic Speech Recognition - 2005
Explore robust speech recognition techniques, from classical approaches to modern methods addressing complex acoustic environments and non-stationary noise challenges.
Software-Defined Radio Signal Processing with a $5 Microcontroller
Explore software-defined radio signal processing using affordable microcontrollers. Learn hardware architecture, signal processing techniques, and practical applications for digital communications and RF hacking.
Tackling Capacity and Density Challenges by Electro-Photonic Integration - Benny P. Mikkelsen - OFC
Explore electro-photonic integration's role in addressing capacity and density challenges for cloud, access, and transport applications, focusing on coherent transceivers and future trends.
PREEMPT_RT Isn't Just for Lasers - The Perfect Match for Hearing Aid Research
Explore digital hearing aid development using Linux kernel, GNU tools, and Debian. Learn about openMHA, a toolbox for hearing aid algorithms, and Mahalia, a mobile research platform for low-latency audio processing.
Graph Driven Audio in an ECS World - Unite LA
Explore Unity's new C# job-based audio rendering engine for large-scale audio in ECS, covering DSP graphs, sound fields, and advanced mixing techniques.
Rapid Radio Reversing
Explore wireless security research techniques combining SDR and non-SDR tools. Learn efficient reverse engineering processes for analyzing and decoding radio signals in this hands-on demonstration.
Audio Classification with Machine Learning
Learn practical techniques for audio classification using machine learning, including spectrograms, CNNs, and transfer learning. Explore applications in speech, music, medical diagnostics, and more using Keras and TensorFlow.
How to Hack Radios - RF Physical Layers
Hands-on workshop exploring Software Defined Radio for reverse engineering wireless protocols in IoT devices. Learn digital radio fundamentals and practical techniques to examine proprietary modulations.
SIGINT on a Budget - Listening in, Gathering Data and Watching for Less Than $100
Building a robust SIGINT platform using affordable hardware like Raspberry Pi to capture, demodulate, and analyze radio signals across various frequencies, with practical applications and insights from data collected in Manhattan.
Technology and Warfare
Explore the impact of technology on Indian defense systems, featuring insights from the Kargil War and other military achievements. Gain perspective on the pros and cons of technological advancements in modern warfare.
Keep it Clean - Why Bad Data Ruins Projects and How to Fix It
Explore data quality issues in ML projects, their impact, and solutions. Learn to identify and fix bad data for improved project outcomes and performance.
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.
So You Want to Hack Radios
Explore Software Defined Radio for hacking IoT devices. Learn digital signal processing basics and a reverse engineering workflow to recover and inject packets in proprietary wireless systems.
Changing Live Audio with the Web-Audio-API
Explore the web-audio-api to recreate guitar effect pedals digitally, learning about audio nodes and live sound manipulation techniques.