We applied PCA on the input feature vector of dimension 1 × 102. The difference in the resultant accuracy reveals the impact of PCA feature vector dimension on the performance of SID system. But the impact of the western music around 1970s on the Bollywood led to the development of multi-composer albums. In chale aana cover song , especially pop singing, it is observed that there is a close correlation of all the recordings in an album with the associated music or there is observed to be a consistency in the singing style of the singer within the album. Subsequently to make songs suitable to such situations, Bollywood composers create a blend of the various song genres from classical, folk as well as western to formulate the new compositions. Lalloo has now come back with a cover feat of the song 'Bahon mein chale aao' from the 1973 film 'Anamika' starring Sanjeev Kumar and Jayabhaduri.
Such recordings of original singers by other artists are known as cover version or cover songs. The song “Darling” is basically a Hindi cover version of the famous Russian folk song “Kalinka“. Just when we thought we've had enough of Justin Bieber's 'Sorry', our very own rap sensation Badshah decided to gift us with his own Hindi cover version of the same. The SID system should be robust in identifying such cover version of the songs. An average accuracy of 80.28% is achieved at the song level in identifying the singers. Wow. I had almost forgotten this song! So if you are a Kannada song lover and love to sing as well, karaoke can be the best entertaining medium for you and others around you. This is a perfect Indian wedding song for you to dance and express your love. The result obtained clearly implies that our SID system is independent of language of the lyrics of the song and can effectively identify multilingual singers. To our knowledge, no other research work has attempted to test their SID system for multilingual songs. For the given test singing segment, the posterior probabilities of all the singer classes are computed and the class with highest probability is identified as the class of the unknown test song.
Singer adopts the singing style to suit the lyrics of the song. The database includes singing segments without taking into consideration the singing style of the singer. Clearly, the basic characteristics of the Bollywood music itself make the database versatile and the system robust to the singing styles of the singer. The system using such characteristics of the database is robust to the album effect. We perform this experiment by training our system using only Hindi songs from the database. Using PCA components as the feature vector, we compared the performance of our SID system for two classifiers-the Gaussian mixture model (GMM) and support vector machine (SVM). In our experimentation, we build GMM model for each singer using the multiple features of each singer. The SID accuracy is computed using Eq. As expected, the SID accuracy increased as the song duration increased. To analyze the effect of song duration on SID performance, we considered the songs of maximum 9-s song duration. All the songs in the initial era of song recording production were mostly composed by a single music composer.
An album in Bollywood corresponds to songs of a single movie, with nearly five to six songs in each. In the six hundredth year of Noahs life, on the seventeenth day of the second monthon that day all the springs of the great deep burst forth, and the floodgates of the Heavens were opened. Amazingly there are no details about the world of Heavens in this book. There are many reasons why the media’s economics is broken. The broad categories of Indian “art” styles are the Hindustani and the Carnatic. Carnatic music is kriti based and saahitya (lyric) oriented, while Hindustani music emphasises the musical structure and the possibilities in it. The Hindustani style of songs is observed mostly in the North and North West region of India while the Carnatic style is popularly governed in the Southern portion of India. While Bollywood songs are evolving constantly, there’s no denying the 80s and 90s were the most important decades in the Hindi music industry. Bollywood songs are the biggest fusion of music genre. He has created his own space in the independent music scene and is just at home at sold-out music festivals as at cosy house gigs.
He has always made the crowd crooning with him and grooving to his music in whatever little space they can find. The holy grail wedding song of Bollywood for sangeet nights, Batameez Dil is sure to get the entire crowd going batameez after a few drinks! A recreation of the original song of Hans Raj Hans called Dil Chori Sada Ho Gaya, this is one of the must-have songs on your playlist. Moreover as discussed in the earlier section, songs included in an album were composed with an intention to match the situation in the movie. The album effect is more pronounced when the songs are recorded within a relatively short time span, wherein it becomes the natural tendency of the composers to choose similar singing style and audio effects. Music makes the words more separable from one another. As shown in Fig. 4, more than 80% of the albums used in training and testing of the classifier are mutually exclusive. The identification accuracy shown in Table 3 is calculated at both segment and song level. This distribution of albums is shown in Fig. 4 for one of the singer from our database (Singer 1). Both the training and testing albums are represented with their recording year.