Konuşma Tanıma için İnsan-makine Karşılaştırması
Speech/voice recognition by machines has been a topic of interest since 1950s. Research that initially adopted dynamic programming methodologies now mostly uses the hidden Markov model as the method for speech recognition. Nevertheless, even the most advanced speech recognit...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Dilbilim Derneği (The Linguistics Association)
2008-07-01
|
| Series: | Dilbilim Araştırmaları Dergisi |
| Subjects: | |
| Online Access: | http://dad.boun.edu.tr/download/article-file/224707 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850088203241914368 |
|---|---|
| author | Ayşe Gürel Levent M. Arslan |
| author_facet | Ayşe Gürel Levent M. Arslan |
| author_sort | Ayşe Gürel |
| collection | DOAJ |
| description | Speech/voice recognition by machines has been a topic of interest since 1950s. Research that initially adopted dynamic programming methodologies now mostly uses the hidden Markov model as the method for speech recognition. Nevertheless, even the most advanced speech recognition system makes, depending on the context, 2-20 times more errors than humans. Although the basic principles behind human speech
recognition have not been completely understood, there are some theories that attempt to explain biological mechanisms for speech recognition.
This paper aims to provide a review of these theories as well as a brief history of developments in automatic speech recognition technology. Furthermore, the paper discusses some recent studies on Turkish speech recognition. The paper concludes with a comparison between human and machine speech recognition performance. |
| format | Article |
| id | doaj-art-ea2d908404c64f7c8bb37d783ffe29e4 |
| institution | DOAJ |
| issn | 1300-8552 2587-0939 |
| language | English |
| publishDate | 2008-07-01 |
| publisher | Dilbilim Derneği (The Linguistics Association) |
| record_format | Article |
| series | Dilbilim Araştırmaları Dergisi |
| spelling | doaj-art-ea2d908404c64f7c8bb37d783ffe29e42025-08-20T02:43:04ZengDilbilim Derneği (The Linguistics Association)Dilbilim Araştırmaları Dergisi1300-85522587-09392008-07-011917790Konuşma Tanıma için İnsan-makine KarşılaştırmasıAyşe Gürel0Levent M. Arslan1Boğaziçi UniversityBoğaziçi UniversitySpeech/voice recognition by machines has been a topic of interest since 1950s. Research that initially adopted dynamic programming methodologies now mostly uses the hidden Markov model as the method for speech recognition. Nevertheless, even the most advanced speech recognition system makes, depending on the context, 2-20 times more errors than humans. Although the basic principles behind human speech recognition have not been completely understood, there are some theories that attempt to explain biological mechanisms for speech recognition. This paper aims to provide a review of these theories as well as a brief history of developments in automatic speech recognition technology. Furthermore, the paper discusses some recent studies on Turkish speech recognition. The paper concludes with a comparison between human and machine speech recognition performance.http://dad.boun.edu.tr/download/article-file/224707Automatic speech recognitionHuman speech recognitionSpeech perceptionauditory cortexThe Hidden Markov ModelTurkish speech recognition |
| spellingShingle | Ayşe Gürel Levent M. Arslan Konuşma Tanıma için İnsan-makine Karşılaştırması Dilbilim Araştırmaları Dergisi Automatic speech recognition Human speech recognition Speech perception auditory cortex The Hidden Markov Model Turkish speech recognition |
| title | Konuşma Tanıma için İnsan-makine Karşılaştırması |
| title_full | Konuşma Tanıma için İnsan-makine Karşılaştırması |
| title_fullStr | Konuşma Tanıma için İnsan-makine Karşılaştırması |
| title_full_unstemmed | Konuşma Tanıma için İnsan-makine Karşılaştırması |
| title_short | Konuşma Tanıma için İnsan-makine Karşılaştırması |
| title_sort | konusma tanima icin insan makine karsilastirmasi |
| topic | Automatic speech recognition Human speech recognition Speech perception auditory cortex The Hidden Markov Model Turkish speech recognition |
| url | http://dad.boun.edu.tr/download/article-file/224707 |
| work_keys_str_mv | AT aysegurel konusmatanımaicininsanmakinekarsılastırması AT leventmarslan konusmatanımaicininsanmakinekarsılastırması |