Methods
Audio from speeches are analyzed with Whisper network. Word Frequencies indicate changes in vocabulary over time. It appears recent speeches contain text rated at a low grade level at a higher rate than earlier speeches. This may indicate cognitive decline, but could also indicate role changes (from senate comittee meetings -> speeches for the public)
Speech Complexity over time
Samples of speeches were analyzed using the Flesch-kincaid grade level metric
alternatetext