Browsing MF, EEM, Bildiri ve Sunum Koleksiyonu by Issue Date
Now showing items 1-20 of 28
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Bidirectional recurrent neural network language models for automatic speech recognition
(2015)Recurrent neural network language models have enjoyed great success in speech recognition, partially due to their ability to model longer-distance context than word n-gram models. In recurrent neural networks (RNNs), ... -
Multi-stream long short-term memory neural network language model
(2015)Long Short-Term Memory (LSTM) neural networks are recurrent neural networks that contain memory units that can store contextual information from past inputs for arbitrary amounts of time. A typical LSTM neural network ... -
Parameters effects study on pulse laser for the generation of Surface Acoustic Waves in human skin detection applications
(2015)Laser-induced Surface Acoustic Waves (LSAWs) has been promisingly and widely used in recent years due to its rapid, high accuracy and non-contact evaluation potential of layered and thin film materials. For now, researchers ... -
A decade of discriminative language modeling for automatic speech recognition
(2015)This paper summarizes the research on discriminative language modeling focusing on its application to automatic speech recognition (ASR). A discriminative language model (DLM) is typically a linear or log-linear model ... -
Integration and management of Wi-Fi offloading in service provider infrastructures
(2016)Integration of offloading technologies into mobile network operator's infrastructures that provide heterogeneous access services is a challenging task for mobile operators. A connectivity management platform is a key element ... -
Performance of taiwanese domestic equity funds during quantitative easing (conferenceObject)
(2016)This study is the first analysis on the performance of Taiwanese domestic equity funds during the period of January, 2009 and October, 2014. For the period, quantitative redirected capital flowed toward developing economies ... -
Compositional neural network language models for agglutinative languages
(2016)Continuous space language models (CSLMs) have been proven to be successful in speech recognition. With proper training of the word embeddings, words that are semantically or syntactically related are expected to be mapped ... -
A RAN/SDN controller based connectivity management platform for mobile service providers
(Institute of Electrical and Electronics Engineers Inc., 2017)In this demo, we demonstrate the integration of radio access network (RAN)/Software-Defined Networking (SDN) controller with a connectivity management platform designed for mobile wireless networks. This is an architecture ... -
Developing an automatic transcription and retrieval system for spoken lectures in Turkish
(2017)With the increase of online video lectures, using speech and language processing technologies for education has become quite important. This paper presents an automatic transcription and retrieval system developed for ... -
Parallelization and performance analysis of reversible circuit synthesis
(26th IEEE Signal Processing and Communications Applications Conference, SIU 2018IEEE, 2018)Kuantum bilgisayarların son on yılda yükselen popülerliği tersinir devre sentezine verilen ilginin de artması ile sonuçlanmıştır. Bu çalı¸smada, literatürde popüler olarak bilinen temel fonksiyonlara dayalı bir sentezleme ... -
The impact of D2D connections on network-assisted mobile data offloading
(IEEE, 2018)The exponential increase of mobile data traffic pushes mobile operators to seek more efficient heterogeneous communication techniques. In this study, multi-user extension methods for multiple attribute decision making ... -
Turkish Broadcast News Transcription Revisited
(2018)Bu çalışmada yaklaşık on yıl önce gerçeklenen Türkçe haber programları için otomatik konuşma tanımayla yazılandırma sistemi güncel yöntemlerle yenilenerek aynı veri üzerindeki başarımı ölçülmüştür. Son yıllarda yapay sinir ... -
Question answering for spoken lecture processing
(Institute of Electrical and Electronics Engineers (IEEE), 2019)This paper presents a question answering (QA) system developed for spoken lecture processing. The questions are presented to the system in written form and the answers are returned from lecture videos. In contrast to the ... -
A modified newton method formulation for microwave imaging
(IEEE, 2020)A new variant of Newton type methods has been developed for quantitative microwave imaging. To deal with the ill-posedness of the inverse problems, standard Newton type methods involve a linearization of the so called data ... -
Improving the usage of subword-based units for Turkish speech recognition
(IEEE, 2020)Subword units are often utilized to achieve better performance in speech recognition because of the high number of observed words in agglutinative languages. In this study, the proper use of subword units is explored in ... -
Joint source separation and classification using variational autoencoders
(IEEE, 2020)In this paper, we propose a novel multi-task variational auto encoder (VAE) based approach for joint source separation and classification. The network uses a probabilistic encoder for each sources to map the input data to ... -
Domain adaptation approaches for acoustic modeling
(IEEE, 2020)In the recent years, with the development of neural network based models, ASR systems have achieved a tremendous performance increase. However, this performance increase mostly depends on the amount of training data and ... -
Impact of hardware sources on feature selection for online signature verification
(IEEE, 2020)This work analyzes time series features gathered from a touchpad which is a part of online signature verification system. A DTW processing unit is implemented on FPGA to be used in time series analysis. To support different ...
