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slides: rearrange stuff
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Signed-off-by: Stefan Gloor <code@stefan-gloor.ch>
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stgloorious committed Jun 11, 2024
1 parent 3c7ea19 commit 380ca09
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Showing 4 changed files with 26 additions and 24 deletions.
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50 changes: 26 additions & 24 deletions docs/slides/presentation.tex
Original file line number Diff line number Diff line change
Expand Up @@ -54,12 +54,13 @@ \section*{Contents}
\begin{itemize}
\item<2->Project goals
\item<3->Hardware
\item<4->Dataset
\item<5->Model and framework
\item<6->Microcontroller Implementation
\item<7->Performance evaluation
\item<8->Limitations
\item<9->Demo
\item<4->Framework
\item<5->Dataset
\item<6->Model
\item<7->Microcontroller implementation
\item<8->Performance evaluation
\item<9->Limitations
\item<10->Demo
\end{itemize}
\end{frame}

Expand Down Expand Up @@ -136,47 +137,48 @@ \section{Hardware}
\end{minipage}
\end{frame}

\section{Dataset}
\begin{frame}{Dataset}
speech\_commands\footnote{\url{https://huggingface.co/datasets/google/speech_commands}} by P. Warden at Google.\vspace{10mm}
\section{Framework}
\subsection{Framework}
\begin{frame}{Framework}

TensorFlow Lite for Microcontrollers
\begin{minipage}{0.5\textwidth}
\setbeamercolor{local structure}{fg=mygreen}
\setbeamercovered{transparent}

\begin{itemize}
\item<2-> Spoken keywords like ``yes'', ``no'', ``up'', ``down'', ...
\item<3-> 1 second clips
\item<4-> 16 kHz sampling rate
\item<5-> 6:1:1 split
\item<2->Easy to use
\item<3->Fully customizable
\item<4->Platform-independent
\end{itemize}
\end{minipage}
\begin{minipage}{0.48\textwidth}
\includegraphics[width=0.9\textwidth]{figures/wave.png}
\includegraphics[width=0.9\textwidth]{figures/tensorflow.png}
\end{minipage}

\end{frame}

\section{Model and Framework}
\subsection{Framework}
\begin{frame}{Framework}
\section{Dataset}
\begin{frame}{Dataset}
speech\_commands\footnote{\url{https://huggingface.co/datasets/google/speech_commands}} by P. Warden at Google.\vspace{10mm}

TensorFlow Lite for Microcontrollers
\begin{minipage}{0.5\textwidth}
\setbeamercolor{local structure}{fg=mygreen}
\setbeamercovered{transparent}

\begin{itemize}
\item<2->Easy to use
\item<3->Fully customizable
\item<4->Platform-independent
\item<2-> Spoken keywords like ``yes'', ``no'', ``up'', ``down'', ...
\item<3-> 1 second clips
\item<4-> 16 kHz sampling rate
\item<5-> 6:1:1 split
\end{itemize}
\end{minipage}
\begin{minipage}{0.48\textwidth}
\includegraphics[width=0.9\textwidth]{figures/tensorflow.png}
\includegraphics[width=0.9\textwidth]{figures/wave.png}
\end{minipage}

\end{frame}

\section{Model}
\subsection{Preprocessing}
\begin{frame}{Preprocessing}
Short-time fourier transform:\\[2mm]
Expand All @@ -186,7 +188,7 @@ \subsection{Preprocessing}
\includegraphics[width=\textwidth]{figures/stft.png}
\end{frame}

\subsection{Model}
\subsection{Model Architecture}
\begin{frame}{Model}
\begin{tikzpicture}
\node[inner sep=0pt] at (0,0)(input){\includegraphics[width=10mm]
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