Sonus Texere!
Automated Dense Soundtrack Construction for Books Using Movie Adaptations
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Reading, much like music listening, is an immersive experience that transports readers while taking them on an emotional journey. Listening to complementary music has the potential to amplify the reading experience, especially when the music is stylistically cohesive and emotionally relevant. In this paper, we propose the first fully automatic method to build a dense soundtrack for books, which can play high-quality instrumental music for the entirety of the reading duration. Our work employs a unique text processing and music weaving pipeline that determines the context and emotional composition of scenes in a chapter. This allows our method to identify and play relevant excerpts from the soundtrack of the book's movie adaptation. By relying on the movie composer's craftsmanship, our book soundtracks include expert-made motifs and other scene-specific musical characteristics. We validate the design decisions of our approach through a perceptual study. Our readers note that the book soundtrack greatly enhanced their reading experience, due to high immersiveness granted via uninterrupted and style-consistent music, and a heightened emotional state attained via high precision emotion and scene context recognition.
Try it out!
Read the final chapter of Harry Potter and the Philosopher's Stone with accompanying music.
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[Demo]
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Automatic Book Soundtrack Generation
We generate the final soundtrack by aligning scenes in the book to the movie, identifying the audio played, and finally weaving the scene-specific audio together to create an endless soundtrack. In the absence of movie cues, we rely on emotion-based matching to retrieve appropriate music.
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Code
The implementation for all parts of this project has been made public on GitHub. Check it out!
Paper and Bibtex
[Paper]
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Citation Jaidev Shriram, Makarand Tapaswi, Vinoo Alluri. Sonus Texere! Automated Dense Soundtrack Construction for Books Using Movie Adaptations In ISMIR 2022.
[Bibtex]
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@inproceedings{shriram2022booksoundtrack,
Author = {Jaidev Shriram and Makarand Tapaswi and Vinoo Alluri},
Title = {Sonus Texere! Automated Dense
Soundtrack Construction for Books Using Movie Adaptations},
Booktitle = {ISMIR},
Year = {2022}
}
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Acknowledgements
We thank Siddarth Baasri for his valuable input in analysing motifs present in the Harry Potter soundtrack and Saravanan Senthil for illustrating Fig. 1 in the paper.
Website template from here.
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