Deep Learning for NLP and Speech Recognition

Uday Kamath

6 ratings by Goodreads

Language: English

Published by Springer-Verlag Gmbh Aug 2020, 2020

3030145980 / 9783030145989

  • Softcover
  • New
See all details

Seller: Rheinberg-Buch Andreas Meier eK, Bergisch Gladbach, GermanyRheinberg-Buch Andreas Meier eK

5-star seller

AbeBooks seller since November 17, 2008

Softcover

Condition: New

£ 73.76

£ 19.24 shipping 
Ships from Germany to U.S.A.

Quantity: 1 available

Add to basket
Free 30-day returns

Item description from seller

Neuware -This textbook explains Deep Learning Architecture, with applications to various NLP Tasks, including Document Classification, Machine Translation, Language Modeling, and Speech Recognition.With the widespread adoption of deep learning, natural language processing (NLP),and speech applications in many areas (including Finance, Healthcare, and Government) there is a growing need for one comprehensive resource that maps deep learning techniques to NLP and speech and provides insights into using the tools and libraries for real-world applications.Deep Learning for NLP and Speech Recognitionexplains recent deep learning methods applicable to NLP and speech, provides state-of-the-art approaches, and offers real-world case studies with code to provide hands-on experience.Many books focus on deep learning theory or deep learning for NLP-specific tasks while others are cookbooks for tools and libraries, but the constant flux of new algorithms, tools, frameworks, and libraries in a rapidly evolving landscape means that there are few available texts that offer the material in this book.The book is organized into three parts, aligning to different groups of readers and their expertise. The three parts are: Machine Learning, NLP, and Speech IntroductionThe first part has three chapters that introduce readers to the fields of NLP, speech recognition, deep learning and machine learning with basic theory and hands-on case studies using Python-based tools and libraries. Deep Learning BasicsThe five chapters in the second part introduce deep learning and various topics that are crucial for speech and text processing, including word embeddings, convolutional neural networks, recurrent neural networks and speech recognition basics. Theory, practical tips, state-of-the-art methods, experimentations and analysis in using the methods discussed in theory on real-world tasks. Advanced Deep Learning Techniques for Text and SpeechThe third part has five chapters that discuss the latest and cutting-edge research in the areas of deep learning that intersect with NLP and speech. Topics including attention mechanisms, memory augmented networks, transfer learning, multi-task learning, domain adaptation, reinforcement learning, and end-to-end deep learning for speech recognition are covered using case studies. 621 pp. Englisch.…

Seller Inventory # 9783030145989

Title
Deep Learning for NLP and Speech Recognition
Author
Uday Kamath
Publisher
Springer-Verlag Gmbh Aug 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030145980
ISBN 13
9783030145989
Item weight
1,218 grams
Dimensions
251x176x37 mm

Rheinberg-Buch Andreas Meier eK

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since November 17, 2008

Shipping rates from Germany to U.S.A.

Item5 to 15 business days2 to 4 business days
First item£ 19.24£ 30.11
Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.

Payment methods

  • Visa
  • Mastercard
  • American Express
  • Apple Pay
  • Google Pay
  • Bank Wire Transfer
  • Paypal

Store description

Online Buchhandel

Seller's business information

Rheinberg-Buch Andreas Meier eK

Germany

Rheinberg-Buch Inh. Andreas Meier e.K.
Inhaber: Andreas Meier
De-Gasperi-Str. 8
51469 Bergisch Gladbach
Deutschland

Tel.: +4922049671181
Fax: +4922049671189
E-Mail: info@rheinberg-buch.de

Registergericht: Amtsgericht Köln
Registernummer: HRA 26456

Umsatzsteuer-Identifikationsnummer: DE122062682

Wir sind zur Teilnahme an einem Streitbeilegungsverfahren vor einer Verbraucherschlichtungsstelle weder verpflichtet noch bereit.