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ICSLP 92 Proceedings
Author | : |
Publisher | : |
Total Pages | : 872 |
Release | : 1992 |
Genre | : Automatic speech recognition |
ISBN | : |
Language Identification Using Spectral and Prosodic Features
Author | : K. Sreenivasa Rao |
Publisher | : Springer |
Total Pages | : 106 |
Release | : 2015-03-31 |
Genre | : Technology & Engineering |
ISBN | : 3319171631 |
This book discusses the impact of spectral features extracted from frame level, glottal closure regions, and pitch-synchronous analysis on the performance of language identification systems. In addition to spectral features, the authors explore prosodic features such as intonation, rhythm, and stress features for discriminating the languages. They present how the proposed spectral and prosodic features capture the language specific information from two complementary aspects, showing how the development of language identification (LID) system using the combination of spectral and prosodic features will enhance the accuracy of identification as well as improve the robustness of the system. This book provides the methods to extract the spectral and prosodic features at various levels, and also suggests the appropriate models for developing robust LID systems according to specific spectral and prosodic features. Finally, the book discuss about various combinations of spectral and prosodic features, and the desired models to enhance the performance of LID systems.
Robust Speech
Author | : Michael Grimm |
Publisher | : BoD – Books on Demand |
Total Pages | : 471 |
Release | : 2007-06-01 |
Genre | : Computers |
ISBN | : 3902613084 |
This book on Robust Speech Recognition and Understanding brings together many different aspects of the current research on automatic speech recognition and language understanding. The first four chapters address the task of voice activity detection which is considered an important issue for all speech recognition systems. The next chapters give several extensions to state-of-the-art HMM methods. Furthermore, a number of chapters particularly address the task of robust ASR under noisy conditions. Two chapters on the automatic recognition of a speaker's emotional state highlight the importance of natural speech understanding and interpretation in voice-driven systems. The last chapters of the book address the application of conversational systems on robots, as well as the autonomous acquisition of vocalization skills.
Fourth International Conference on Image Processing and Capsule Networks
Author | : Subarna Shakya |
Publisher | : Springer Nature |
Total Pages | : 741 |
Release | : 2023-12-19 |
Genre | : Technology & Engineering |
ISBN | : 9819970938 |
This book includes high-quality research papers presented at the Fourth International Conference on Image Processing and Capsule Networks (ICIPCN 2023), which is held in Bangkok, Thailand, during 10–11 August 2023. This book provides a collection of the state-of-the-art research attempts to tackle the challenges in image and signal processing from various novel and potential research perspectives. The book investigates feature extraction techniques, image enhancement methods, reconstruction models, object detection methods, recommendation models, deep and temporal feature analysis, intelligent decision support systems, and autonomous image detection models. In addition to this, the book also looks into the potential opportunities to monitor and control the global pandemic situations.
Towards Adaptive Spoken Dialog Systems
Author | : Alexander Schmitt |
Publisher | : Springer Science & Business Media |
Total Pages | : 258 |
Release | : 2012-09-19 |
Genre | : Technology & Engineering |
ISBN | : 1461445922 |
In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Spoken Dialog Systems (SDS). The presented stochastic methods allow a flexible, portable and accurate use. Beginning with the foundations of machine learning and pattern recognition, this monograph examines how frequently users show negative emotions in spoken dialog systems and develop novel approaches to speech-based emotion recognition using hybrid approach to model emotions. The authors make use of statistical methods based on acoustic, linguistic and contextual features to examine the relationship between the interaction flow and the occurrence of emotions using non-acted recordings several thousand real users from commercial and non-commercial SDS. Additionally, the authors present novel statistical methods that spot problems within a dialog based on interaction patterns. The approaches enable future SDS to offer more natural and robust interactions. This work provides insights, lessons and inspiration for future research and development, not only for spoken dialog systems, but for data-driven approaches to human-machine interaction in general.
Affective Computing and Intelligent Interaction
Author | : Jianhua Tao |
Publisher | : Springer |
Total Pages | : 1025 |
Release | : 2005-11-15 |
Genre | : Computers |
ISBN | : 3540322736 |
This volume contains the proceedings of the 1st International Conference on A?ective Computing and Intelligent Interaction (ACII 2005) held in Beijing, China, on 22–24 October 2005. Traditionally, the machine end of human–machine interaction has been very passive, and certainly has had no means of recognizing or expressing a?ective information. But without the ability to process such information, computers cannot be expected to communicate with humans in a natural way. The ability to recognize and express a?ect is one of the most important features of - man beings. We therefore expect that computers will eventually have to have the ability to process a?ect and to interact with human users in ways that are similar to those in which humans interact with each other. A?ective computing and intelligent interaction is a key emerging technology that focuses on m- iad aspects of the recognition, understanding, and expression of a?ective and emotional states by computers. The topic is currently a highly active research area and is receiving increasing attention. This strong interest is driven by a wide spectrum of promising applications such as virtual reality, network games, smart surveillance, perceptual interfaces, etc. A?ective computing and intelligent interaction is a multidisciplinary topic, involving psychology, cognitive science, physiology and computer science. ACII 2005 provided a forum for scientists and engineers to exchange their technical results and experiences in this fast-moving and exciting ?eld. A total of 45 oral papers and 82 poster papers included in this volume were selected from 205 c- tributionssubmittedbyresearchersworldwide.
Proceedings of the International Conference on Data Engineering and Communication Technology
Author | : Suresh Chandra Satapathy |
Publisher | : Springer |
Total Pages | : 805 |
Release | : 2016-08-24 |
Genre | : Technology & Engineering |
ISBN | : 981101678X |
This two-volume book contains research work presented at the First International Conference on Data Engineering and Communication Technology (ICDECT) held during March 10–11, 2016 at Lavasa, Pune, Maharashtra, India. The book discusses recent research technologies and applications in the field of Computer Science, Electrical and Electronics Engineering. The aim of the Proceedings is to provide cutting-edge developments taking place in the field data engineering and communication technologies which will assist the researchers and practitioners from both academia as well as industry to advance their field of study.
International Perspectives on Voice Disorders
Author | : Edwin Yiu |
Publisher | : Multilingual Matters |
Total Pages | : 213 |
Release | : 2013 |
Genre | : Language Arts & Disciplines |
ISBN | : 1847698735 |
This book provides a state-of-the-art account of voice research and issues in clinical voice practice. The contributors are all voice experts and bring a range of international perspectives to the volume.