Robust Automatic Speech Recognition: A Bridge to Practical
Applications establishes a solid foundation for automatic speech
recognition that is robust against acoustic environmental
distortion. It provides a thorough overview of classical and modern
noise-and reverberation robust techniques that have been developed
over the past thirty years, with an emphasis on practical methods
that have been proven to be successful and which are likely to be
further developed for future applications. The strengths and
weaknesses of robustness-enhancing speech recognition techniques
are carefully analyzed. The book covers noise-robust techniques
designed for acoustic models which are based on both Gaussian
mixture models and deep neural networks. In addition, a guide to
selecting the best methods for practical applications is provided.
The reader will: Gain a unified, deep and systematic understanding
of the state-of-the-art technologies for robust speech recognition
Learn the links and relationship between alternative technologies
for robust speech recognition Be able to use the technology
analysis and categorization detailed in the book to guide future
technology development Be able to develop new noise-robust methods
in the current era of deep learning for acoustic modeling in speech
recognition
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
