Review for NeurIPS paper: Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech

Neural Information Processing Systems 

Summary and Contributions: Update after rebuttal: In my original review, I asked for a better motivation for the voxel timescale estimate provided by the authors in Eq. 6. R1 also appears to have concerns about this timescale estimation. As it turns out, there was a typo in Eq. 6 (pointed out in the rebuttal). However, the authors do not offer more motivation about using this specific estimate of the voxel timescale. I am glad they provided a visualization in Figure 1B in the supplementary (which should be referenced in the main paper) that is similar to what I suggested but it's not clear to me that the visualization actually shows what the authors conclude. For example, it's not clear whether the two plots have the same scale of beta magnitudes.