Subject-Invariant Cross-Modal Decoding of Perceived Speech from Brain Recordings

arXiv:2609.30832 · cs.SD, cs.AI, eess.AS · Submitted 2026-09-25 · Read on arXiv

cs.SD, cs.AI, eess.AS

Submitted: 2026-09-25

Updated: 2026-09-25

Comments: Submitted to ICASSP 2027

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Ablation — 7× in this paper · explained in 1 episode
• Ablation study — 5× in this paper · explained in 1 episode
• Accuracy — 5× in this paper · explained in 1 episode
• Transferability — 4× in this paper · explained in 4 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Generalization — 3× in this paper · explained in 13 episodes
• Ablation Studies — 2× in this paper · explained in 1 episode
• Activation Function — 2× in this paper · explained in 1 episode
• Embeddings — 2× in this paper · explained in 2 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Aphasia — 1× in this paper · explained in 1 episode
• Generalizability — 1× in this paper · explained in 6 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Positional Encoding-based Spatial Attention — 1× in this paper
• Regularization — 1× in this paper · explained in 3 episodes
• fNIRS — 1× in this paper · explained in 2 episodes

Sources

• Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM
• Correlated Components Analysis - Extracting Reliable Dimensions in Multivariate Data

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