Building Audio AI is part of Hands-On AI Science, a series that pairs serious depth with serious building.
Most AI books pick a side. Some are reference manuals for an API or a library: handy this year, stale the next, and quiet about why anything works. Others are theory texts you admire but rarely run. Hands-On AI Science was created to be both at once: the science and the build, in one connected story.
Each book in the series takes a single field of AI and develops it from first principles to the current research frontier. It treats the subject at graduate depth, with a real dive into the theories, models, and internals, and it aims to be complete, placing the classical foundations and the newest approaches side by side. Then it makes you build. Every core idea is implemented in plain Python, first in a small from-scratch version that exposes the mechanism, then with the modern libraries and tools that do the job quickly. That hands-on half is where the series gets its name.
Depth need not be dense. The series explains in plain language and leans on illustrations, analogies, mental models, and step-by-step reasoning, with epigraphs and a light tone that make the books genuinely pleasant to read. Each volume is self-contained and structured to support a full undergraduate or graduate course, or a focused seminar on any one of its parts.
The Books in the Series
- Building Language AI: From Tokens to Agents. llmbook.icsgen-ai.org
- Building Vision AI: From Pixels to Generative Models. visionbook.icsgen-ai.org
- Building Scalable AI: From Big Data Algorithms to Distributed Intelligence. scalablebook.icsgen-ai.org
- Building Temporal AI: From Forecasting to Sequential Decision Making. temporalbook.icsgen-ai.org
- Building Embodied AI: From Perception to Autonomous Action. embodiedbook.icsgen-ai.org
- Building Discovery AI: From Vibe Coding to Autonomous Science. discoverybook.icsgen-ai.org
- Building Neuromorphic AI: From Spiking Neurons to Edge Intelligence. neuromorphicbook.icsgen-ai.org
- Building Sensory AI: Machine Perception of the Physical World. sensorbook.icsgen-ai.org
- Building Quantum AI: From Qubits to Quantum Machine Learning. quantumbook.icsgen-ai.org
- Building Agentic AI: From Goals to Autonomous Systems. agenticbook.icsgen-ai.org
- Building Tabular AI: From Structured Data to Decision Intelligence. tabularbook.icsgen-ai.org
- Building Audio AI: From Waveforms to Generative Sound. You are reading it. audiobook.icsgen-ai.org