Finally, the system achieved a performance that overall is applicable to a wider range than any other QA system in the Turkish language.

In this work, various experiments were conducted using original and translated data sets in an effort to solve the challenges that arise from morphologically complex languages as Turkish. More specifically, BERT algorithm is used for the generation of the language model, followed by a fine-tuning procedure for performing a machine reading for question answering (MRQA) task. In order to achieve this goal, the system utilizes advanced artificial intelligence algorithms and large data sets. In particular, the system will generate the best answers in terms of content and length from questions that are based on a set of documents related to the banking sector. In this scope, the current study aims to explore these challenges by proposing a question answering (QA) system in the Turkish language. Do “Follow” and “Like” our Facebook page for more updates on contests and events.In the domain of Natural Language Processing (NLP), despite the progress made for some common languages, difficulties persist for many others for the completion of particular NLP tasks. The Indian musical instruments are worth your appreciation and Tutari is one of them.įor more interesting content follow our Lifestyle and Cultural digital magazine Bananivista. It shows the culture of Maharashtra and points out the uniqueness of the music of this state.

This Marathi musical instrument Tutari has the power of taking you back to the times of rulers with its powerful sound. The song was often played at the Ganpati pandals and has made the word more popular among the youth of Maharashtra and the music lovers of the country. In 2017, a song was released by Shankar Mahadevan on the occasion of Ganesh Chaturthi by the name Tutari. Almost every Marathi movie has some or the other element of Tutari music. While Bollywood does not use the sound of this Marathi trumpet very often, the Marathi cinema and music revolve around it. It plays even an important role in the period films and shows that are based on Marathi rulers. A Maharashtrian storyline is incomplete without the Tutari music that played in the background to make the audience connected with the show. If you are into watching Bollywood movies or TV shows, you must have surely heard the Tutari music quite a number of times. Craftsvilla is one of the most popular websites where you can buy Tutari from and get it delivered almost anywhere in India. However, if you are not in the state and want to own this beautiful traditional Marathi musical instrument, you need to buy it online.

It is easily available in every shop that sells musical instruments. If you are living in Maharashtra, it is not a difficult job to buy Tutari.

Tutari instrument sound classification