A Convolutional Neural Network Model Implementation for Speech Recognition
Speech recognition is the capability of an appliance to analyze vocable and diction in a phonetic language and turn them into a machine comprehensible arrangement. It is an interdisciplinary subfield of linguistics, computer science and electrical engineering that establishes processes and technique...
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| Format: | Article |
| Language: | English |
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Düzce University
2019-07-01
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| Series: | Düzce Üniversitesi Bilim ve Teknoloji Dergisi |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/tr/download/article-file/771450 |
| _version_ | 1797300770920464384 |
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| author | Şafak Kayıkçı |
| author_facet | Şafak Kayıkçı |
| author_sort | Şafak Kayıkçı |
| collection | DOAJ |
| description | Speech
recognition is the capability of an appliance to analyze vocable and diction in
a phonetic language and turn them into a machine comprehensible arrangement. It
is an interdisciplinary subfield of linguistics, computer science and
electrical engineering that establishes processes and techniques that
understands and converts speech to text. This paper presents a convolutional
neural network model for recognition of speech data. |
| first_indexed | 2024-03-07T23:12:54Z |
| format | Article |
| id | doaj.art-591071e875824ac5b55895eec39c3f80 |
| institution | Directory Open Access Journal |
| issn | 2148-2446 |
| language | English |
| last_indexed | 2024-03-07T23:12:54Z |
| publishDate | 2019-07-01 |
| publisher | Düzce University |
| record_format | Article |
| series | Düzce Üniversitesi Bilim ve Teknoloji Dergisi |
| spelling | doaj.art-591071e875824ac5b55895eec39c3f802024-02-21T14:07:31ZengDüzce UniversityDüzce Üniversitesi Bilim ve Teknoloji Dergisi2148-24462019-07-01731892189810.29130/dubited.56782897A Convolutional Neural Network Model Implementation for Speech RecognitionŞafak Kayıkçı0Bolu Abant İzzet Baysal ÜniversitesiSpeech recognition is the capability of an appliance to analyze vocable and diction in a phonetic language and turn them into a machine comprehensible arrangement. It is an interdisciplinary subfield of linguistics, computer science and electrical engineering that establishes processes and techniques that understands and converts speech to text. This paper presents a convolutional neural network model for recognition of speech data.https://dergipark.org.tr/tr/download/article-file/771450speech recognitiondeep learningconfusion matrixkonuşma tanımaderin öğrenmekarışıklık matrisi |
| spellingShingle | Şafak Kayıkçı A Convolutional Neural Network Model Implementation for Speech Recognition Düzce Üniversitesi Bilim ve Teknoloji Dergisi speech recognition deep learning confusion matrix konuşma tanıma derin öğrenme karışıklık matrisi |
| title | A Convolutional Neural Network Model Implementation for Speech Recognition |
| title_full | A Convolutional Neural Network Model Implementation for Speech Recognition |
| title_fullStr | A Convolutional Neural Network Model Implementation for Speech Recognition |
| title_full_unstemmed | A Convolutional Neural Network Model Implementation for Speech Recognition |
| title_short | A Convolutional Neural Network Model Implementation for Speech Recognition |
| title_sort | convolutional neural network model implementation for speech recognition |
| topic | speech recognition deep learning confusion matrix konuşma tanıma derin öğrenme karışıklık matrisi |
| url | https://dergipark.org.tr/tr/download/article-file/771450 |
| work_keys_str_mv | AT safakkayıkcı aconvolutionalneuralnetworkmodelimplementationforspeechrecognition AT safakkayıkcı convolutionalneuralnetworkmodelimplementationforspeechrecognition |