Decoding music enjoyment from eye and pupil dynamics (taken)

Music is central in our society. However, the neural mechanisms leading to the enjoyment of music remain unclear. This project is part of a bigger investigation with multimodal data. One dimension of that data involves eye and pupil dynamics, which are known to reflect neural activity relevant to sound perception. Here, you will analyse eye/pupil … Read more

Hyperscanning interactive dialogue (taken)

This project will investigate how individuals adapt to each other during a dialogue. Rather than focusing on speech recordings only, this project will involve the data collection and analysis of neural data from electroencephalography from two individuals simultaneously as a dialogue unfolds. This is part of a bigger project led by a PhD students in … Read more

Exploring the Neural Basis of Speech Production (taken)

Speech production is a fundamental aspect of human communication, yet its underlying neural intricacies remain largely unexplored. This project aims to investigate how concepts are translated into spoken language by probing the neural mechanisms governing speech production. In this project, you will analyse brain data from electrophysiology to describe various facets of speech production. Through … Read more

Getting to know you! How our brains enable familiarisation in speech interaction (taken)

This project will investigate how individuals familiarise with their conversational partners during a dialogue. The student will run an experiment to compare how the neural processing of speech changes as we learn about our interlocutor in different conversational scenarios. The project involves the design of a new experiment, collecting electrical brain data, and analysing that … Read more

Speechify – Let me speak again! (taken)

Restoring speech communication in individuals that can’t speak or have difficulty speaking (e.g., individuals with ALS) is an important challenge that could benefit many. While many solutions have been proposed that have various limitations, recent progress in machine learning methods (e.g., transformers) open new opportunities. This project aims to decode the intended speech of individuals … Read more

Give me a sign! Investigating the brain processing of sign language (taken)

The perception of speech has been studied extensively, due to its importance in our society. Sign language is an alternative form of communication, primarily adopted by individuals that are deaf, with severe hearing impairment, or with severe difficulties speaking to physically speak. However, it is unknown how the brain of the “listener” transforms sign language … Read more

Boosting Language Learning with Machine Learning (taken)

Learning a second language is a challenging and time-consuming task. While a myriad of strategies have been proposed, we are still far from reaching an optimal personalised solution. Users either drop out early in the process or, once they reach a sufficient level of proficiency, they hit a plateau that seems impossible to overcome. This … Read more

Big-data in language brain science (taken)

Auditory communication has a central role in our society. However, it remains unclear how our brains allow us to understand complex sounds, such as speech and music. The use of machine learning methods to study neural data has recently led to a major paradigm shift, greatly advancing our understanding of auditory perception. The Di Liberto … Read more