Advances in Speech and Music Technology: Computational Aspects and Applications

This book explores advancements in speech and music processing, covering computational aspects, perception, emotion, and data management. It emphasizes the need for a deep understanding of speech and music and highlights the role of machine learning and artificial intelligence in efficient processing.

Format: Hardback
Length: 443 pages
Publication date: 02 January 2023
Publisher: Springer International Publishing AG

This comprehensive book delves into the realm of audio signal processing, exploring groundbreaking advancements in speech and music. It begins with foundational chapters on speech and music fundamentals, seamlessly transitioning into computational aspects such as music information retrieval and spoken language processing. The authors delve into the intersection of computer science, musicology, and speech analysis, highlighting the unique challenges and opportunities presented by the multifaceted nature of speech and music information processing. They emphasize the importance of developing sophisticated algorithms, systems utilizing advanced signal processing techniques, and machine learning methodologies to effectively extract valuable information from these complex audio signals.

Furthermore, the authors emphasize the significance of a deep understanding of speech and music in terms of perception, emotion, mood, gesture, and cognition. They discuss the vast amount of data generated worldwide, highlighting the need for efficient processing to maintain, retrieve, index, and query this information. They argue that machine learning and artificial intelligence are particularly well-suited for these computational tasks due to their ability to learn from large datasets and make informed decisions.

Throughout the book, the authors provide a balanced treatment of essential topics in speech and music processing. They cover a wide range of subjects, including speech recognition, speech synthesis, music transcription, music generation, and emotion analysis. Each chapter is accompanied by detailed examples, algorithms, and case studies, making the content accessible and applicable to both researchers and practitioners in the field.

In conclusion, this book serves as a valuable resource for anyone interested in advancing their knowledge and expertise in speech and music processing. It offers a comprehensive coverage of the latest technologies, algorithms, and applications, providing a solid foundation for researchers and practitioners alike. With its extensive content and practical insights, it is an essential tool for anyone seeking to stay at the forefront of this rapidly evolving field.

Weight: 857g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031184437
Edition number: 1st ed. 2023