To download the pre-generated dataset used in our paper, please run the following command: We then benchmark the decoding quality and perplexity of those decoding methods. Please check the Benchmark ...

Abstract: Decoding speech from neural recordings has critical importance in application and scientific research. However, this task is still challenging with non-invasive recordings. Previous research ...

Abstract: Textual adversarial samples are widely used to assess the robustness and security of language models. Most existing methods generate these samples by substitution or deletion. However, such ...

This special report decodes the caste-based voting patterns in Bihar, based on the Axis My India exit poll, focusing on the contest between the NDA and the Mahagathbandhan. The analysis explores why ...

Summary: A new brain decoding method called mind captioning can generate accurate text descriptions of what a person is seeing or recalling—without relying on the brain’s language system. Instead, it ...