no code implementations • 10 Feb 2024 • Raja Marjieh, Pol van Rijn, Ilia Sucholutsky, Harin Lee, Thomas L. Griffiths, Nori Jacoby
Here we provide a formal account of this phenomenon, by recasting it as a statistical inference whereby a rational agent attempts to decide whether a sequence of utterances is more likely to have been produced in a song or speech.
no code implementations • 18 Oct 2023 • Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Erin Grant, Iris Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew K. Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths
Finally, we lay out open problems in representational alignment where progress can benefit all three of these fields.
no code implementations • 14 Jun 2023 • Raja Marjieh, Nori Jacoby, Joshua C. Peterson, Thomas L. Griffiths
Shepard's universal law of generalization is a remarkable hypothesis about how intelligent organisms should perceive similarity.
no code implementations • 3 Feb 2023 • Pol van Rijn, Yue Sun, Harin Lee, Raja Marjieh, Ilia Sucholutsky, Francesca Lanzarini, Elisabeth André, Nori Jacoby
Six behavioral experiments (N=236) in six countries and eight languages show that (a) our test can distinguish between native speakers of closely related languages, (b) the test is reliable ($r=0. 82$), and (c) performance strongly correlates with existing tests (LexTale) and self-reports.
no code implementations • 2 Feb 2023 • Raja Marjieh, Ilia Sucholutsky, Pol van Rijn, Nori Jacoby, Thomas L. Griffiths
Determining the extent to which the perceptual world can be recovered from language is a longstanding problem in philosophy and cognitive science.
no code implementations • 2 Nov 2022 • Ilia Sucholutsky, Ruairidh M. Battleday, Katherine M. Collins, Raja Marjieh, Joshua C. Peterson, Pulkit Singh, Umang Bhatt, Nori Jacoby, Adrian Weller, Thomas L. Griffiths
Supervised learning typically focuses on learning transferable representations from training examples annotated by humans.
no code implementations • 29 Sep 2022 • Raja Marjieh, Ilia Sucholutsky, Thomas A. Langlois, Nori Jacoby, Thomas L. Griffiths
Diffusion models are a class of generative models that learn to synthesize samples by inverting a diffusion process that gradually maps data into noise.
no code implementations • 8 Jun 2022 • Raja Marjieh, Pol van Rijn, Ilia Sucholutsky, Theodore R. Sumers, Harin Lee, Thomas L. Griffiths, Nori Jacoby
Based on the results of this comprehensive study, we provide a concise guide for researchers interested in collecting or approximating human similarity data.
no code implementations • 10 May 2022 • Pol van Rijn, Harin Lee, Nori Jacoby
The human voice effectively communicates a range of emotions with nuanced variations in acoustics.
no code implementations • 31 Mar 2022 • Hubert Siuzdak, Piotr Dura, Pol van Rijn, Nori Jacoby
Recent advances in neural text-to-speech research have been dominated by two-stage pipelines utilizing low-level intermediate speech representation such as mel-spectrograms.
no code implementations • 9 Feb 2022 • Raja Marjieh, Ilia Sucholutsky, Theodore R. Sumers, Nori Jacoby, Thomas L. Griffiths
Similarity judgments provide a well-established method for accessing mental representations, with applications in psychology, neuroscience and machine learning.
no code implementations • 2 Aug 2021 • Harin Lee, Frank Hoeger, Marc Schoenwiesner, Minsu Park, Nori Jacoby
Do people from different cultural backgrounds perceive the mood in music the same way?
1 code implementation • NeurIPS 2021 • Thomas A. Langlois, H. Charles Zhao, Erin Grant, Ishita Dasgupta, Thomas L. Griffiths, Nori Jacoby
Similarly, we find that recognition performance in the same ANN models was likewise influenced by masking input images using human visual selectivity maps.
no code implementations • 5 May 2021 • Pol van Rijn, Silvan Mertes, Dominik Schiller, Peter M. C. Harrison, Pauline Larrouy-Maestri, Elisabeth André, Nori Jacoby
Recent TTS systems are able to generate prosodically varied and realistic speech.
no code implementations • NeurIPS 2020 • Peter M. C. Harrison, Raja Marjieh, Federico Adolfi, Pol van Rijn, Manuel Anglada-Tort, Ofer Tchernichovski, Pauline Larrouy-Maestri, Nori Jacoby
We formulate both methods from a utility-theory perspective, and show that the new method can be interpreted as 'Gibbs Sampling with People' (GSP).