Do self-supervised speech and language models extract similar representations as human brain?
Peili ChenLinyang HeLi FuLu FanEdward F. ChangYuanning LiPublished in: CoRR (2023)
Keyphrases
- human brain
- language model
- speech recognition
- word error rate
- language modeling
- information processing
- n gram
- spoken term detection
- probabilistic model
- document retrieval
- information retrieval
- statistical language models
- white matter
- language modelling
- brain imaging
- retrieval model
- smoothing methods
- automatic speech recognition
- speech signal
- vector space model
- word clouds
- diffusion tensor imaging
- query expansion
- test collection
- context sensitive
- relevance model
- cerebral cortex
- pseudo relevance feedback
- brain images
- handwriting recognition
- cognitive functions
- functional magnetic resonance imaging
- language models for information retrieval
- document ranking
- hidden markov models
- pattern recognition
- visual information processing
- translation model
- audio visual
- databases