Center for Computer Research in Music and Acoustics
Upcoming Events
Homage to Ligeti | CCRMA 50th Anniversary
FREE and Open to the Public | In Person + Livestream
The New Sound of New Music: Contemporary Composition and Modern Record Production Practices, two part lecture series with Murat Çolak
Nat Condit-Schultz on Tempo, Tactus, Rhythm, Flow: Computational Hip Hop Musicology in Theory and Practice
Learning Interpretable Representations for Controllable Deep Music Generation
Abstract: Recently, the focus on enhancing control over generative AI has grown significantly. In this talk, I will introduce several approaches to enhance controllability through interpretable model design. I will begin by discussing compositional style transfer and representation disentanglement in monophonic, polyphonic, and cross-modality scenarios. Next, I will present a whole-song generation approach that captures long-term music structure via a compositional hierarchy. Throughout the talk, I will showcase demos that illustrate applications of these models for possibilities of human-machine music co-creation.
Recent Events
Distractfold x Graduate Composers
Works by: Celeste Betancur, Seán Ó Dálaigh, Mohammad H. Javaheri, Lemon Guo, Kimia Koochakzadeh-Yazdi, Calvin Van Zytveld, Mercedes Montemayor Elosua
The New Sound of New Music: Contemporary Composition and Modern Record Production Practices, two part lecture series with Murat Çolak
Gerald Schuller: Perceptual and higher-level loss and distance functions for machine learning in audio and acoustics
Prof. Gerald Schuller will report on the potential transformative role of perceptual loss functions and distance metrics in enhancing audio and acoustic machine learning models, and their applications. He will cover theoretical foundations of perceptual loss functions, which mimic human auditory perception, and also more abstract, higher-level representations, and explore how these functions, along with novel distance metrics, significantly improve the performance of audio processing tasks. Applications involving loss functions for room impulse responses, audio similarity, and audio representations for cochlear implants will be discussed.
Prof. Marina Bosi will be hosting his visit.
Join us in Zoom if you cannot make it in person!
Distractfold
Program:
'Reliq Ens' (2014) - Lee Fraser
'Rage Agains the Reply Guy' (2021) - Bára Gísladóttir
'Castle Terraces in Barry Lyndon (2023) - Zeynep Toraman
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Past Live Streamed Events
Recent News
Musical America: "All Hail, Bing"
CCRMA's Work at Bing Concert Hall Featured in Stanford Daily
Stanford's Bing Concert Hall opens this Friday with soundscape fanfare: The first notes on opening night will show off the advanced acoustic and technical systems of the new concert hall. Read more...
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These machines aren't just taking over human tasks. Computerized systems are also taking on more human characteristics. As technology gets more advanced, how will our relationships with it change? Read more...