Jurafskiy, D., & Martin, J. H. "Speech and Language Processing" (3rd ed.) (2019).

Xolmatov O.A., Kamolov R.K. NLP da savol-javob tizimlarini yaratish turlari va bosqichlari. Muhammad al-Xorazmiy nomidagi TATU Samarqand filiali. “O‘zbek tilining milliy korpusi: muammolar va vazifalar” mavzusidagi xalqaro ilmiy-amaliy konferensiya.

Xujayarov I.Sh, Ochilov M.M. Neyron tarmoqlariga asoslangan nutq signallarini akustik modellashtirish usullari tahlili.

S. Ibragimova, T. Boburkhon, M. Abdullayeva. Solving the problems of normalization of non-standard words in the text of the uzbek language Acta of Turin Polytechnic University in Tashkent 13 (3), pp. 38-42.

Bird, S., Klein, E., & Loper, E. "Natural Language Processing with Python." O‘Reilly Media (2009).

Nielsen, M. A. "Neural Networks and Deep Learning." Determination Press (2015).

Brownlee, J. "Long Short-Term Memory Networks with Python." Machine Learning Mastery (2018).

Gulli, A., & Pal, S. "Deep Learning with Keras." Packt Publishing (2017).

Zhang, J., Zhao, J., & LeCun, Y. "Character-level Convolutional Networks for Text Classification." Advances in Neural Information Processing Systems (2015).

Hochreiter S., Schmidhuber J. Long short-term memory. Neural computation. 1997. vol. 9. no. 8. pp. 1735–1780.

Musaev M., Khujayorov I., Ochilov M. “Development of integral model of speech recognition system for Uzbek language” IEEE 14th International Coference on Application of Information and Communication Technologies (AICT). 07 09 October 2020.

Musaev M., Khujayarov I., Ochilov M. “Speech Recognition Technologies Based on Artificial Intelligence Algorithms” Intelligent Human Computer Interaction: 14th International Conference, IHCI 2022, Tashkent, Uzbekistan, October 20–22, 2022, Pages 51–62.

Abdullaeva M.I., Juraev D.B., Ochilov M.M., Rakhimov M.F., Uzbek Speech Synthesis Using Deep Learning Algorithms. The 14th International Conference on Intelligent Human Computer Interaction, Springer, (LNCS,volume 13741), Tashkent – 2023, pp 39–50.

Xujayarov I.Sh, Ochilov M.M. Neyron tarmoqlariga asoslangan nutq signallarini akustik modellashtirish usullari tahlili.

S Ibragimova, T Boburkhon, M Abdullayeva. Solving the problems of normalization of non-standard words in the text of the uzbek language Acta of Turin Polytechnic University in Tashkent 13 (3), pp. 38-42 .

Abdullayeva M.I., Jurayev D.B, Ochilov M.M. Nutqni imo-ishora tiliga tarjima qilish tizimlarida matnlarga ishlov berish. TATU xabarlari, b. 112-118.