Published June 8, 2023
| Version v1
Journal article
Open
SO'ZLOVCHINI NUTQI ORQALI IDENTIFIKATSIYA QILISH
Description
Ushbu maqolada nutq signallari va ularning qayta ishlash bosqichlari, qayta ishlash bosqichlarida yuzaga kelishi mumkin bo‘lgan holatlar hamda nutq signali xususiyatlarida foydalangan holda mashinali o‘qitish algoritmlari asosida identifikatsiya qilishdan iborat ishlar keltirilgan. Ishdan shuningdek signal xususiyatlarining ko‘rsatgichlari, ularning qo‘llanilishi ham aks etgan. Natijalar jadval ko‘rinishida ifodalangan.
Files
Xasanov Umidjon Komiljon o‘g‘li 261-267.pdf
Files
(689.5 kB)
| Name | Size | Download all |
|---|---|---|
|
md5:a3b31a499aa6e3b5cac36aceac66c0c2
|
689.5 kB | Preview Download |
Additional details
References
- 1. Абдуллаева М.И., Очилов М.М., Ибрагимова С.Н. Усовершенствованный метод извлечение признаков для идентификации диктора с использованием алгоритма классификации. TATU xabarlari
- 2. K.E. Shukurov, "Analysis of algorithms and implementation of real time speaker identification system", Bulletin of TUIT: Management and Communication Technologies, vol. 4, April 2021
- 3. Shukurov K.E.,Xasanov U.K., To'rayev B.SH., "Shaxsni nutqi orqali identifikatsiyalash algortimlarini amalga oshirish", TATU ilmiy-texnika va axborottahliliy jurnali, №1(57),2021
- 4. M S, Sinith & Salim, Anoop & Sankar, K. & Narayanan, K. & Soman, Vishnu. (2010). A novel method for Text-Independent speaker identification using MFCC and GMM. 292 - 296. 10.1109/ICALIP.2010.5684389.
- 5. Archana Shende, Subhash Mishra and Shiv Kumar, "Comparison of different parameters used in GMM based automatic voice recognition", International Journal of Soft Computing and Engineering (IJSCE), July 2011.
- 6. Gaikwad, Santosh & Bharti, W.Gawali & Yannawar, Pravin. (2010). A Review on Speech Recognition Technique. International Journal of Computer Applications. 10. 10.5120/1462-1976.
- 7. Hasan, Md & Jamil, Mustafa & Rabbani, Golam & Rahman, Md. Saifur. (2004). Speaker Identification Using Mel Frequency Cepstral Coefficients. Proceedings of the 3rd International Conference on Electrical and Computer Engineering (ICECE 2004).
- 8. Aronowitz, Hagai & Burshtein, David. (2005). Efficient speaker identification and retrieval. 2433-2436. 10.21437/Interspeech.2005-649
- 9. Mamyrbayev, O., Mekebayev, N., Turdalyuly, M., Oshanova, N., Ihsan Medeni, T., & Yessentay, A. (2020). Voice Identification Using Classification Algorithms. Intelligent System and Computing. doi:10.5772/intechopen.88239
- 10. Hossan, M. A., Memon, S., & Gregory, M. A. (2010). A novel approach for MFCC feature extraction. 2010 4th International Conference on Signal Processing and Communication Systems. doi:10.1109/icspcs.2010.5709752