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Hasil Pencarian

Ditemukan 26 dokumen yang sesuai dengan query
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Mary, Leena
Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition
" This updated book expands upon prosody for recognition applications of speech processing. It includes importance of prosody for speech processing applications; builds on why prosody needs to be incorporated in speech processing applications; and presents methods for extraction and representation of prosody for applications such as speaker recognition, language recognition and speech recognition. The updated book also includes information on the significance of prosody for emotion recognition and various prosody-based approaches for automatic ... "
Switzerland: Springer Cham, 2019
e20502221
eBooks  Universitas Indonesia Library
cover
Martin Hizkia Parasi
Perancangan Model Pengenalan Emosi pada Percakapan Berbahasa Indonesia dengan Ekstraksi Fitur Mel dan Metode Transfer Learning = Design of Speech Emotion Recognition Model for Indonesian Language with Mel Features and Transfer Learning Methods
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Perkembangan teknologi pemrosesan ucapan sangat pesat akhir-akhir ini. Namun, fokus penelitian dalam Bahasa Indonesia masih terbilang sedikit, walaupun manfaat dan benefit yang dapat diperoleh sangat banyak dari pengembangan tersebut. Hal tersebut yang melatarbelakangi dilakukan penelitian ini. Pada penelitian ini digunakan model transfer learning (Inception dan ResNet) dan CNN untuk melakukan prediksi emosi terhadap suara manusia berbahasa Indonesia. Kumpulan data yang digunakan dalam penelitian ini, diperoleh dari berbagai film dalam Bahasa Indonesia. Film-film tersebut dipotong menjadi ... "

Depok: Fakultas Teknik Universitas Indonesia, 2022
S-Pdf
UI - Skripsi Membership  Universitas Indonesia Library
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Benesty, Jacob
Speech enhancement in the STFT domain
" This work addresses this problem in the short-time Fourier transform (STFT) domain. We divide the general problem into five basic categories depending on the number of microphones being used and whether the interframe or interband correlation is considered. The first category deals with the single-channel problem where STFT coefficients at different frames and frequency bands are assumed to be independent. The second category also concerns the single-channel problem. The difference is that now the interframe ... "
Heidelberg : [, Springer], 2012
e20418134
eBooks  Universitas Indonesia Library
cover
Oliver Lemon, editor
Data-driven methods for adaptive spoken dialogue systems: computational learning for conversational interfaces
" Data driven methods have long been used in Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) synthesis and have more recently been introduced for dialogue management, spoken language understanding, and Natural Language Generation. Machine learning is now present “end-to-end” in Spoken Dialogue Systems (SDS). However, these techniques require data collection and annotation campaigns, which can be time-consuming and expensive, as well as dataset expansion by simulation. In this book, we provide an overview of the current ... "
New York: Springer-Science, 2012
e20407915
eBooks  Universitas Indonesia Library
cover
Zhuang, Jiao
Distributed-order dynamic systems: stability, simulation, applications and perspectives
" Distributed-order differential equations, a generalization of fractional calculus, are of increasing importance in many fields of science and engineering from the behaviour of complex dielectric media to the modelling of nonlinear systems. This brief will broaden the toolbox available to researchers interested in modeling, analysis, control and filtering. It contains contextual material outlining the progression from integer-order, through fractional-order to distributed-order systems. Stability issues are addressed with graphical and numerical results highlighting the fundamental differences ... "
london: [, Springer], 2012
e20410774
eBooks  Universitas Indonesia Library
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Stuber, Gordon L.
Principles of mobile communication
" Principles of mobile communication, is an authoritative treatment of the fundamentals of mobile communications. This book stresses the "fundamentals" of physical-layer wireless and mobile communications engineering that are important for the design of "any" wireless system. This book differs from others in the field by stressing mathematical modeling and analysis. It includes many detailed derivations from first principles, extensive literature references, and provides a level of depth that is necessary for graduate students wishing to ... "
New York: Springer, 2011
e20421086
eBooks  Universitas Indonesia Library
cover
Recent trends in signal and image processing: proceedings of ISSIP 2018
" This book presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals; MRI, PET and CT scan images; THz signals; solar wind speed ... "
Singapore: Springer Nature, 2019
e20509893
eBooks  Universitas Indonesia Library
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Dib, Mohammed
Automatic speech recognition of Arabic phonemes with neural networks: a contrastive study of Arabic and English
" This book presents a contrastive linguistics study of Arabic and English for the dual purposes of improved language teaching and speech processing of Arabic via spectral analysis and neural networks. Contrastive linguistics is a field of linguistics which aims to compare the linguistic systems of two or more languages in order to ease the tasks of teaching, learning, and translation. The main focus of the present study is to treat the Arabic minimal syllable automatically ... "
Switzerland: Springer Nature, 2019
e20506958
eBooks  Universitas Indonesia Library
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Mary, Leena
Searching speech databases: Features, techniques and evaluation measures
" This book presents techniques for audio search, aimed to retrieve information from massive speech databases by using audio query words. The authors examine different features, techniques and evaluation measures attempted by researchers around the world. The topics covered also include available databases, software / tools, patents / copyrights, and different platforms for benchmarking. The content is relevant for developers, academics, and students. ... "
Switzerland: Springer Cham, 2019
e20502755
eBooks  Universitas Indonesia Library
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Jain, Kavindra R.
Dental image analysis for disease diagnosis
" This book provides an overview of computational approaches to medical image examination and analysis in oral radiology utilizing dental radiograph to detect and diagnose dental caries in cases of decayed teeth. Coverage includes basic image processing techniques; approaches for Region of Interest extraction and analysis; and the role of computational clustering techniques for segmentation of teeth and dental caries. The book also presents a novel multiphase level set method for automatic segmentation of dental radiographs ... "
Switzerland: Springer Nature, 2019
e20507675
eBooks  Universitas Indonesia Library
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