Speech Recognition Synthesis From Basics To Advanced Techniques
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Speech Recognition Synthesis From Basics To Advanced Techniques
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Author : Navneet Singh
language : en
Publisher: Navneet Singh
Release Date :
Speech Recognition Synthesis From Basics To Advanced Techniques written by Navneet Singh and has been published by Navneet Singh this book supported file pdf, txt, epub, kindle and other format this book has been release on with Antiques & Collectibles categories.
Part 1: Introduction to Speech Technology Chapter 1: Understanding Speech Technology Overview of speech recognition and synthesis Historical evolution of speech technology Real-world applications and significance Chapter 2: Basic Concepts in Speech Acoustic features: Pitch, tone, and frequency Phonetics and phonology in speech processing How humans produce and perceive speech Part 2: Speech Recognition Chapter 3: Introduction to Speech Recognition What is speech recognition? Key challenges in speech recognition Components of a speech recognition system Chapter 4: Signal Processing for Speech Recognition Preprocessing: Noise reduction, feature extraction Mel-Frequency Cepstral Coefficients (MFCC) Fourier Transform and its role in speech analysis Chapter 5: Speech Recognition Models Hidden Markov Models (HMM) Gaussian Mixture Models (GMM) Neural Networks for speech recognition (Deep Learning in ASR) Chapter 6: Automatic Speech Recognition (ASR) Pipeline Feature extraction and encoding Acoustic modeling and language modeling Decoding and output generation Practical tools and frameworks (e.g., CMU Sphinx, Kaldi, DeepSpeech) Chapter 7: Real-World Applications of Speech Recognition Voice assistants (Siri, Alexa, Google Assistant) Speech-to-text for transcription Speech recognition in healthcare, automotive, and more Part 3: Speech Synthesis Chapter 8: Introduction to Speech Synthesis What is speech synthesis (Text-to-Speech, TTS)? Basic principles of speech generation Early techniques vs. modern approaches Chapter 9: Text-to-Speech (TTS) Models Rule-based synthesis Concatenative synthesis Statistical Parametric Speech Synthesis Deep Learning-based TTS (Tacotron, WaveNet) Chapter 10: Signal Processing for Speech Synthesis Preprocessing of text input: Tokenization, phonetic conversion Prosody generation (intonation, rhythm, stress) Formant synthesis and waveform generation Chapter 11: Real-World Applications of Speech Synthesis Virtual assistants and accessibility tools Speech synthesis in entertainment and media Voiceovers, podcasts, and audiobook generation Part 4: Advanced Topics in Speech Technology Chapter 12: Multilingual and Accented Speech Recognition Challenges in multilingual speech recognition Language models and accent adaptation Building a multilingual ASR system Chapter 13: Deep Learning in Speech Technology Deep neural networks for speech recognition and synthesis Recurrent Neural Networks (RNNs), LSTMs, and GRUs Transfer learning and pre-trained models Chapter 14: Enhancing Speech Recognition and Synthesis with AI Voice cloning and speaker recognition Speech enhancement: Noise suppression and echo cancellation Emotion recognition in speech Part 5: Practical Applications and Future Directions Chapter 15: Developing Your Own Speech Recognition and Synthesis System Tools and libraries for building your own systems (e.g., Kaldi, PyTorch, TensorFlow) Designing a simple ASR and TTS system Challenges and troubleshooting Chapter 16: Future of Speech Recognition and Synthesis Integration with IoT and smart devices Voice biometrics and security Ethical considerations and privacy in speech tech
Advanced Methods Techniques And Applications In Modeling And Simulation
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Author : Jong-Hyun Kim
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-10-19
Advanced Methods Techniques And Applications In Modeling And Simulation written by Jong-Hyun Kim and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-19 with Computers categories.
This book is a compilation of research accomplishments in the fields of modeling, simulation, and their applications, as presented at AsiaSim 2011 (Asia Simulation Conference 2011). The conference, held in Seoul, Korea, November 16–18, was organized by ASIASIM (Federation of Asian Simulation Societies), KSS (Korea Society for Simulation), CASS (Chinese Association for System Simulation), and JSST (Japan Society for Simulation Technology). AsiaSim 2011 provided a forum for scientists, academicians, and professionals from the Asia-Pacific region and other parts of the world to share their latest exciting research findings in modeling and simulation methodologies, techniques, and their tools and applications in military, communication network, industry, and general engineering problems.
Advanced Techniques In Computing Sciences And Software Engineering
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Author : Khaled Elleithy
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-03-10
Advanced Techniques In Computing Sciences And Software Engineering written by Khaled Elleithy and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-03-10 with Computers categories.
Advanced Techniques in Computing Sciences and Software Engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Software Engineering, Computer Engineering, and Systems Engineering and Sciences. Advanced Techniques in Computing Sciences and Software Engineering includes selected papers form the conference proceedings of the International Conference on Systems, Computing Sciences and Software Engineering (SCSS 2008) which was part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2008).
Speech Recognition Using Deep Learning
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Author : Dr. Narendrababu Reddy G,
language : en
Publisher: Archers & Elevators Publishing House
Release Date :
Speech Recognition Using Deep Learning written by Dr. Narendrababu Reddy G, and has been published by Archers & Elevators Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on with Antiques & Collectibles categories.
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Author :
language : en
Publisher: IOS Press
Release Date :
written by and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Learn Openai Whisper
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Author : Josué R. Batista
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-05-31
Learn Openai Whisper written by Josué R. Batista and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Computers categories.
Master automatic speech recognition (ASR) with groundbreaking generative AI for unrivaled accuracy and versatility in audio processing Key Features Uncover the intricate architecture and mechanics behind Whisper's robust speech recognition Apply Whisper's technology in innovative projects, from audio transcription to voice synthesis Navigate the practical use of Whisper in real-world scenarios for achieving dynamic tech solutions Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAs the field of generative AI evolves, so does the demand for intelligent systems that can understand human speech. Navigating the complexities of automatic speech recognition (ASR) technology is a significant challenge for many professionals. This book offers a comprehensive solution that guides you through OpenAI's advanced ASR system. You’ll begin your journey with Whisper's foundational concepts, gradually progressing to its sophisticated functionalities. Next, you’ll explore the transformer model, understand its multilingual capabilities, and grasp training techniques using weak supervision. The book helps you customize Whisper for different contexts and optimize its performance for specific needs. You’ll also focus on the vast potential of Whisper in real-world scenarios, including its transcription services, voice-based search, and the ability to enhance customer engagement. Advanced chapters delve into voice synthesis and diarization while addressing ethical considerations. By the end of this book, you'll have an understanding of ASR technology and have the skills to implement Whisper. Moreover, Python coding examples will equip you to apply ASR technologies in your projects as well as prepare you to tackle challenges and seize opportunities in the rapidly evolving world of voice recognition and processing.What you will learn Integrate Whisper into voice assistants and chatbots Use Whisper for efficient, accurate transcription services Understand Whisper's transformer model structure and nuances Fine-tune Whisper for specific language requirements globally Implement Whisper in real-time translation scenarios Explore voice synthesis capabilities using Whisper's robust tech Execute voice diarization with Whisper and NVIDIA's NeMo Navigate ethical considerations in advanced voice technology Who this book is for Learn OpenAI Whisper is designed for a diverse audience, including AI engineers, tech professionals, and students. It's ideal for those with a basic understanding of machine learning and Python programming, and an interest in voice technology, from developers integrating ASR in applications to researchers exploring the cutting-edge possibilities in artificial intelligence.
Deep Learning Foundations And Advancements
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Author : Dr. Gali Nageswara Rao
language : en
Publisher: RK Publication
Release Date : 2024-10-01
Deep Learning Foundations And Advancements written by Dr. Gali Nageswara Rao and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-01 with Computers categories.
Deep Learning: Foundations and Advancements a comprehensive exploration of the core principles and cutting-edge developments in deep learning. This foundational topics such as neural networks, optimization techniques, and learning algorithms, while also delving into advanced applications and research, including reinforcement learning, generative models, and deep neural architectures. With a focus on both theory and practical implementation, it offers readers a solid understanding of how deep learning is transforming industries like computer vision, natural language processing, and autonomous systems.
Proceedings Of 3rd International Conference On Advanced Computing Networking And Informatics
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Author : Atulya Nagar
language : en
Publisher: Springer
Release Date : 2015-10-07
Proceedings Of 3rd International Conference On Advanced Computing Networking And Informatics written by Atulya Nagar and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-07 with Technology & Engineering categories.
Advanced Computing, Networking and Informatics are three distinct and mutually exclusive disciplines of knowledge with no apparent sharing/overlap among them. However, their convergence is observed in many real world applications, including cyber-security, internet banking, healthcare, sensor networks, cognitive radio, pervasive computing amidst many others. This two volume proceedings explore the combined use of Advanced Computing and Informatics in the next generation wireless networks and security, signal and image processing, ontology and human-computer interfaces (HCI). The two volumes together include 132 scholarly articles, which have been accepted for presentation from over 550 submissions in the Third International Conference on Advanced Computing, Networking and Informatics, 2015, held in Bhubaneswar, India during June 23–25, 2015.
Nasa Technical Memorandum
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Author :
language : en
Publisher:
Release Date : 1982
Nasa Technical Memorandum written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Aeronautics categories.
Introduction To Digital Speech Processing
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Author : Lawrence R. Rabiner
language : en
Publisher: Now Publishers Inc
Release Date : 2007
Introduction To Digital Speech Processing written by Lawrence R. Rabiner and has been published by Now Publishers Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.
Provides the reader with a practical introduction to the wide range of important concepts that comprise the field of digital speech processing. Students of speech research and researchers working in the field can use this as a reference guide.