The ADReSS Literature Survey is a literature survey for the results published during the ADReSS Challenge.

• Antonsson 2021: disfluency + SVF features trained on SVM: lexical > narrative qual.
• Chlasta 2021: features extracted from VGGish on SVM; also trained new CNN from .wav.
• Sadeghian 2021: Used GA for feature sel., achieved 94% w/ MMSE alone; dev’d ASR tool.
• Martinc 2021: CBOW (text) + ADR (sound) late fusion’d to a BERT, ablated for features.
• Meghanani 2021: spontaneous speech transcripts with fastText and CNN; 83.33% acc.
• Yuan 2021: ERNIE on transcripts with pause encoding; 89.6% acc.
• Jonell 2021: Developed a kitchen sink of diag. tools and correlated it with biomarkers.
• Laguarta 2021: multimodel (OVBM) to embed auditory info + biomarkers for clsf.
• Shah 2021: late fusion of n-gram and OpenSMILE on std. classifiers.
• Lindsay 2021: Cross-linguistic markers shared for AD patients between English and French.
• Zhu 2021: late fusion of CTP task for AD clsf. w/ transf., mobilenet, yamnet, mockingjay.
• Guo 2021: WLS data to augment CTP from ADReSS Challenge and trained it on a BERT.
• Balagopalan 2021: lexo. and synt. features trained on a BERT and other models.
• Mahajan 2021: a bimodal model on speech/text with GRU on speech and CNN-LSTM on text.
• Parvin 2020: excercize scheme effects on theta/alpha ratio and Brain wave frequency.
• Luz 2021: review paper presenting the ADReSSo challenge and current baselines.

From Meghanani 2021, a review:

Safety as a property is dependent on the being used. Meaning: “AI safety focuses on technical solutions to ensure that AI systems operate safely and reliably.”

• preventing accidents, misuse, and harmful consiquences
• machine ethics and AI alignment
• monitoring systems for risks
• developing norms and policies that promote safety

Logistics

Lectures

• SU-CS120 SEP242024
• SU-CS120 OCT082024
• SU-CS12 0OCT102024

Other Factoids

• charged
• flux

Chapters

• coulomb’s law
• superposition
• electric field
• Gauss’ Law
• electric potential
• current
• Ohm’s Law
• resistor
• kirchoff’s laws
• Capacitor
• Dynamic RC Circuits
• magnetism
• faraday’s law

Things to do

AP Phys C EM Things to Do

AP Phys C Mech is an examination held by the CollegeBoard in mechanics.

Things to Study

• Permittivity of free space
• Impulse
• Springs! In general. Perhaps review old notes.
• How to be faster?

Kepler’s Laws of Planetary Motion

AP Statistics is an examination by the CollegeBoard.

See also crap to remember for AP Stats

Non-Focus Mistakes

• file:///Users/houliu/Documents/School Work/The Bible/APStats/APStats5Steps.pdf
• file:///Users/houliu/Documents/School Work/The Bible/APStats/APStats5Steps.pdf
• file:///Users/houliu/Documents/School Work/The Bible/APStats/APStats5Steps.pdf
• Interpretation of regression outputs

Backlog

• Chi-square
• file:///Users/houliu/Documents/School Work/The Bible/APStats/APStats5Steps.pdf
• file:///Users/houliu/Documents/School Work/The Bible/APStats/APStats5Steps.pdf

Notes

• confidence interval
• hypothesis testing
• t-statistics
• chi-square
• data inference
• binomial distribution