Turkish speech recognition techniques and applications of recurrent units (LSTM and GRU)

B Tombaloğlu, H Erdem - Gazi University Journal of Science, 2021 - dergipark.org.tr
A typical solution of Automatic Speech Recognition (ASR) problems is realized by feature
extraction, feature classification, acoustic modeling and language modeling steps. In …

An ASR system for Malayalam short stories using deep neural network in KALDI

KR Lekshmi, E Sherly - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Speech being a natural mode of communication for humans is still a challenging problem for
Speech Recognition (SR) using a computer. Recently the advancement of technology and …

Telugu ankelu: A telugu spoken digits corpora for mobile speech recognition

P Bhagath, M Pullagura, PK Das… - 2022 12th …, 2022 - ieeexplore.ieee.org
Automatic Speech Recognition (ASR) deals with recognizing spoken words or sentences
through an automated program or an algorithm. ASR has multi-faceted applications in …

Deep Learning Based Automatic Speech Recognition for Turkish

B Tombaloğlu, H Erdem - Sakarya University Journal of Science, 2020 - dergipark.org.tr
Using Deep Neural Networks (DNN) as an advanced Artificial Neural Networks (ANN) has
become widespread with the development of computer technology. Although DNN has been …

A language model optimization method for Turkish automatic speech recognition system

S Oyucu, H Polat - Politeknik Dergisi, 2023 - dergipark.org.tr
The current Automatic Speech Recognition (ASR) modeling strategy still suffers from huge
performance degradation when faced with languages with limited resources such as …

Sessizliğin kaldırılması ve konuşmanın parçalara ayrılması işleminin Türkçe otomatik konuşma tanıma üzerindeki etkisi

S Oyucu, H Polat, H Sever - Düzce Üniversitesi Bilim ve Teknoloji …, 2020 - dergipark.org.tr
Otomatik Konuşma Tanıma sistemleri temel olarak akustik bilgiden faydalanılarak
geliştirilmektedir. Akustik bilgiden fonem bilgisinin elde edilmesi için eşleştirilmiş konuşma …

Web Service-Based Turkish Automatic Speech Recognition Platform

S Oyucu, H Polat, H Sever - 2020 International Congress on …, 2020 - ieeexplore.ieee.org
In response to the similar challenges in building large-scale distributed applications and
platforms on the Web, microservice architecture has emerged and gained a lot of popularity …

Development of automatic speech recognition for xitsonga using subspace gaussian mixture model

V Rikhotso, T Modipa, MJ Manamela… - … Big Data, Computing …, 2021 - ieeexplore.ieee.org
Speech is the most common and efficient form of communication between people. Automatic
speech recognition (ASR) or speech-to-text (SST) system is the translation of spoken …

Investigation on large vocabulary continuous Kannada speech recognition

PG Vanajakshi, M Mathivanan… - International Journal of …, 2021 - inderscienceonline.com
The proposed work carried out to convert the Kannada speech signal to a text document
using Sphinx tools. The system is implemented for the large vocabulary of the Kannada …

Review of Toolkit to Build Automatic Speech Recognition Models

GP Raghudathesh, CB Chandrakala… - Emerging Technologies in …, 2022 - Springer
Speech is one of the most significant types of communication between human beings. It is
beginning to be a preferred means for communication between machines and humans. The …