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Publications

Articles in Journals

  • Baym, N., Bergmann, R., Bhargava, R.,听Diaz, F.,听Gillespie, T., Hesmondhalgh, D., Maris, E., & Persaud, C. J. (2021).听鈥楳aking Sense of Metrics in the Music Industries鈥�.听International Journal of Communication (Online), 3418-.
  • Bown, O.听(2024). 鈥�Blind search and flexible product visions: the sociotechnical shaping of generative music engines鈥�
  • Carpentier, T., &听Einbond, A.听(2023). 鈥�Spherical correlation as a similarity measure for 3-D radiation patterns of musical instruments鈥�.听Acta Acustica,听7(40), 40-.听
  • Einbond, A., Carpentier, T., Schwarz, D., & Bresson, J. (2022). 鈥�Embodying Spatial Sound Synthesis with AI in Two Compositions for Instruments and 3-D Electronics鈥�.听Computer Music Journal,听46(4), 1鈥�40.听
  • Gioti, A.-M., Einbond, A., & Born, G.听(2023). 鈥�Composing the Assemblage: Probing Aesthetic and Technical Dimensions of Artistic Creation with Machine Learning鈥�. Computer Music Journal听pp. 1-43
  • Kischinhevsky, M.,听Ferreira, G., Maduel Vieira, 脥.. (2023). 鈥�Serendipity on radio and streaming: Between musical discovery and recognition.鈥� New Media & Society, Online First.听
  • Latifi, S., Jannach, D.,听Ferraro, A.听鈥�Sequential recommendation: A study on transformers, nearest neighbors and sampled metrics.鈥樚�Information Sciences听609 (2022): 660-678.听
  • Michiels, L., Verachtert, R.,听Ferraro, A., Falk, K. & Goethals, B. (2023). 鈥�A Framework and Toolkit for Testing the Correctness of Recommendation Algorithms.鈥� ACM Transactions on Recommender Systems
  • Sprengel, D.听(2023).听鈥業mperial lag: some spatial-temporal politics of music streaming鈥檚 global expansion鈥�.听Communication, Culture & Critique,听16(4), 243鈥�249.听
  • Sterne, J. (2022). 鈥�Is Machine Listening Listening?鈥樚�Communication +1听9:1.听
  • Sterne J.听& Sawhney, M. (2022). 鈥�The Acousmatic Question and the Will to Datafy: Otter.ai, Low-Resource Languages, and the Politics of Machine Listening.鈥樚�Kalfou: A Journal of Comparative and Relational Ethnic Studies听8:1-2. 288-306.听
  • Vigliensoni, G., McCallum, L., Maestre, E.,听Fiebrink, R. (2022). 鈥�R-VAE: Live latent space drum rhythm generation from minimal-size datasets鈥�.听Journal of Creative Music Systems听1(1).听

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Books and Monographs

  • Drott, E. (2024).听鈥楽treaming Music, Streaming Capital鈥�听Duke University Press

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Conference Papers

  • Bown, O. (2023).听鈥楳usic AI鈥檚 Potential Impact: Scoping the terms of the debate about value鈥�.听AIMC 2023. Retrieved from听
  • Carpentier, T.,听Einbond, A.听(2022). 鈥�Spherical correlation as a similarity measure for 3D radiation patterns of musical instruments.鈥� Proceedings of the 16th听French Acoustics Conference, Marseille, France.听
  • Diaz, F. (2023). 鈥�Best-Case Retrieval Evaluation: Improving the Sensitivity of Reciprocal Rank with Lexicographic Precision鈥�.听arXiv.Org.听
  • Diaz, F., Ferraro, A.听(2022). 鈥�Offline Retrieval Evaluation Without Evaluation Metrics鈥�. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.听
  • Ekstrand, M. D., Carterette, B., &听Diaz, F.听(2023). 鈥�Distributionally-Informed Recommender System Evaluation鈥�.听arXiv.Org.听
  • Ekstrand, M. D., Das, A., Burke, R., &听Diaz, F.听(2022). 鈥�Fairness in Information Access Systems鈥�.听arXiv.Org.听
  • Ferraro, A., Ferreira, G., Diaz, F., Born, G.. (2022). 鈥�Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship鈥�. In Proceedings of the 16th ACM Conference on Recommender Systems.听
  • Guti茅rrez, E.,听Haworth, C., & C谩diz, R. (2023).听鈥�Generating Quadratic Difference Tone Spectra for Auditory Distortion Synthesis鈥�. In听ICMC 2023: The sound of changes: International Computer Music Conference Proceedings听(pp. 237-243). International Computer Music Association.
  • Knees, P., Ferraro,听A.听, H眉ble, M. (2022). 鈥�Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact.鈥� In H. Abdollahpouri, S. Sahebi, M. Elahi, M. Mansoury, B. Loni, Z. Nazari, & M. Dimakopoulou (Eds.),听MORS 2022. Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems, co-located with 16th ACM Conference on Recommender Systems (RecSys 2022). CEUR-WS.org.听
  • Ma, A., Patitsas, E. &听Sterne, J.听(2023) 鈥�You Sound Depressed: A Case Study on Sonde Health鈥檚 Diagnostic Use of Voice Analysis AI鈥�. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency (FAccT 鈥�23). Association for Computing Machinery, New York, NY, USA, 639鈥�650.听
  • Makri, S., McKay, D., Buchanan, G., Chang, S., Lewandowski, D., MacFarlane, A., Cole, L. Vrijenhoek, S., and听Ferraro, A.听鈥�Search a great leveler? Ensuring more equitable information acquisition.鈥� Proceedings of the Association for Information Science and Technology 58, no. 1 (2021): 613-618.听
  • Ocampo, R., Andres, J., Pegram, C., Shave, J., Hill, C., Wright, B.,听Bown, O.听(2023) 鈥�Using GPT-3 to achieve semantically relevant data sonificiation for an art installation.鈥� In EvoMUSART 2023, LNCS 13988听proceedings, book title Artificial Intelligence in Music, Sound, Art and Design, Springer Nature.听
  • Ocampo, R., Bown, O., Grace, K. (2022). 鈥�A Framework for Dialogue-Based Human-AI Creative Collaboration.鈥� Workshop on Generative HCI. ACM CHI.
  • Shimizu, J.,听Fiebrink, R.听(2023). 鈥�Genny: Designing and Exploring a Live Coding Interface for Generative Models鈥�. In听Proceedings of the International Conference on Live Coding.听
  • Srinivasan, R., Denton, E., Famularo, J., Rostamzadeh, N.,听Diaz, F., Coleman, B. (2021). 鈥�Artsheets for Art Datasets鈥�. Thirty-fifth Conference on Neural Information Processing Systems听
  • Thelle, N.,听Fiebrink, R.听鈥�How do musicians experience jamming with a co-creative 鈥楢I鈥�?鈥� (2022).听NeurIPS 2022 Workshop on Machine Learning for Creativity and Design.
  • Wu, H., Mitra, B., Ma, C.,听Diaz, F.听Liu, X. (2022). 鈥�Joint Multisided Exposure Fairness for Recommendation鈥�. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.听
  • Vigliensoni, G., Perry, P.,听Fiebrink, R.听(2022). 鈥�A small-data mindset for generative AI creative work鈥�. In听CHI鈥�22 Workshop on Generative AI and HCI.

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Edited Journal Issues

  • D茅guernel, K.,听Sturm, 听Bob L., Gioti, A.-M., & Born, G.听(2022) 鈥�Musical Interactivity in Human鈥揂I and AI鈥揂I Partnerships鈥�.听Computer Music Journal听2022; 46 (4): 5鈥�6. doi:听