Delve into the architecture and training methodologies of Speech Language Models, mastering tokenization, vocoders, and multi-stage training for advanced speech AI applications. Learn to design and evaluate SpeechLMs for semantic, speaker, and paralinguistic tasks.

This course provides an in-depth exploration of SpeechLM architecture, including tokenizers, language models, and vocoders, as well as the multi-stage training processes that power state-of-the-art speech AI. Learners will discover how to implement and optimize SpeechLMs for a range of applications, from ASR and TTS to emotion recognition and real-time voice interaction. The course also covers evaluation metrics, benchmarking, and comparison with traditional systems, preparing learners to assess and refine speech AI solutions. Through a combination of conceptual modules, coding demonstrations, and scenario-based quizzes, learners gain practical insights into building, training, and evaluating SpeechLMs. The course emphasizes the integration of theory and application, guiding learners to develop robust and effective speech AI models. This course is part two of a three-course Specialization designed to build a complete and cohesive understanding of the subject. While it offers valuable skills on its own, you'll gain the most benefit by progressing through all three courses as a structured learning journey. This course is based on Speech Language Models Architecture, Training, and Applications for Modern Voice AI, by Vinit Kumar Singh. Copyright © 2025 Vinit Kumar Singh All rights reserved. No part of this course may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.