MEG-GLOUPS a curated dataset of raw magneto-encephalography (MEG) recordings from French speakers completing a pseudo-word learning task, along with resting-state recordings before and after the task. The seventeen participants pronounced visually and auditorily presented pseudo-words that followed or violated French phonotactic rules. The dataset adheres to the Brain Imaging Data Structure (BIDS) standard and includes […]
Vocalizations by Common Marmosets
MarmAudio is a database of common marmoset vocalisations, recorded from an animal facility that houses around 20 marmosets in three cages. The dataset comprises more than 800,000 files of a few seconds each, amounting to 253 hours of data. These recordings capture the marmosets’ social vocalisations, encompassing their entire known vocal repertoire. The vocalisations were […]
Self-supervised models pre-trained on speech extract meaningful information from non-human primate vocalizations.
We explored knowledge transfer capabilities of pre-trained speech models with vocalizations from the closest living relatives of humans: non-human primates. We assessed model performance in identifying individual gibbons based on their songs using linear probing. When compared to models pre-trained on bird songs or general audio, speech-based models appear to produce rich bioacoustic representations, encoding […]
Do Children Laugh Like Their Parents?
Prior research has shown that laughter is closely linked to pragmatic development in preschoolers. Our study examined how children (6–10 y/o) and adults align through laughter. In our data, children laugh as frequently as adults, but their mimicry and acoustic alignment differ. In adults (parent interacting with child, PwC), Mimicking (Mim) and Isolated (Iso) laughter […]
On the Nature of Speech Representations in the Literate Brain
The ability to understand speech in one’s native language is thought to be universal. This intuitive assumption implies that literate and illiterate individuals share at least the most basic speech processing skill that allows them to recognise spoken words. Our study provides neurophysiological evidence (Mismatch Negativity) against this claim by showing that speech representations stored […]
Influence of musical background on children’s handwriting
Handwriting is a complex activity involving temporal and rhythmic organization. We tested whether this graphic movement can be influenced by listening to rhythmic cues. Second and Fifth Graders were asked to trace loops while listening to (i) a melodic background without a metronome, (ii) a melodic background with a slow metronome (1.6 Hz), or (iii) […]
Modeling the initial state of early phonetic learning in infants
The discrimination between [ɹ] and [l] sounds –as in the English minimal pair “rip” and “lip”– can be learned by an unsupervised model such as the self-supervised contrastive predictive coding model (Oord et al. 2018). Performance –ranging from 50% at chance to 100% for perfect discrimination– depends on a number of factors, including: the […]
Different sustained and induced alpha oscillation in the human auditory cortex during sound processing
Alpha oscillations in the auditory cortex are key to attention and the suppression of irrelevant information. Using intra-cerebral recordings, López-Madrona et al. identified two distinct neural sources during rest and auditory stimulation: “oscillatory” sources, defined by strong alpha oscillations at rest, and “evoked” sources, characterised by significant responses to stimuli. Two alpha mechanisms were identified […]
Impact of late to moderate preterm birth on minimal pair word‐learning
Preterm birth can have a dramatic impact on early development. Cognitive and linguistic delays are frequent, but we still know too little about how language develops after moderate-to-late prematurity. François et al. asked babies to associate words or pseudo-words with familiar or unfamiliar objects in various conditions. Association abilities were inferred from the standard Preferred […]
Associations Are All We Need
Do we have and do need more than associations to account for mental activities? A radical associationism proposal should be able to merge the fields of associative, statistical and Hebbian learning. This would unify these theoretical and empirical approaches, schematically represented above. Dates correspond to key publications that have changed the trajectory of theorising in […]