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zdv8gWTC>K0Q*~dQ(eZuRQ-0)r6h2;dpQ}zJA|rg3+s3u8XZh}4J8xya&38r-e!Ewd z(-Oo~cr3L%(?TV6v|p^1KQt?@c~!R6)ZUG4-y>#Ocfage_bgMnRnhIR5SwzZcu%^d z&7|zM&3|XxurEC?aw~V;)+L^@bF8YiO@9>YclocJfJ@+ft%pV8#d6h~<(AB1*q^>C zCevP4e@mdwq=;-OsaLCo4HJ1jcx~`F{X$l?xo>921fz)S3$AM~`C<CDrgqhjX|Gae oKH1dly`e`enRl14@-+2H@0I6#{h8FiFMAbuh6#2p3;+L{03&0pi2wiq literal 0 HcmV?d00001 diff --git a/rir analysis objective evaluation/octave_bands.m b/rir analysis objective evaluation/octave_bands.m new file mode 100644 index 0000000..3e0da34 --- /dev/null +++ b/rir analysis objective evaluation/octave_bands.m @@ -0,0 +1,82 @@ +% Data +rooms = {'MR', 'KT', 'LR', 'ST', 'UL'}; +frequencies = [500, 1000, 2000, 4000, 8000]; + +% Ground truth (approximated from the image) +ground_truth = [ + 0.55, 0.60, 0.65, 0.65, 0.60; % MR + 0.45, 0.50, 0.55, 0.60, 0.65; % KT + 0.15, 0.15, 0.15, 0.15, 0.15; % LR + 1.80, 1.85, 1.90, 1.95, 1.90; % ST + 0.45, 0.45, 0.50, 0.55, 0.50 % UL +]; + +% Baked data (corrected) +baked = [ + 0.19, 0.21, 0.20, 0.21, 0.21; % MR + 0.18, 0.22, 0.22, 0.22, 0.23; % KT + 0.50, 0.50, 0.49, 0.48, 0.45; % LR + 0.72, 0.62, 0.64, 0.60, 0.62; % ST + 0.44, 0.43, 0.43, 0.38, 0.47 % UL +]; + +% Realtime data +realtime = [ + 0.33, 0.42, 0.40, 0.42, 0.40; % MR + 0.33, 0.44, 0.40, 0.44, 0.39; % KT + 0.29, 0.36, 0.34, 0.35, 0.33; % LR + 0.64, 0.73, 0.70, 0.71, 0.70; % ST + 0.32, 0.41, 0.39, 0.42, 0.41 % UL +]; + +% Create figure with subplots +figure('Position', [100, 100, 1200, 400]); + +for i = 1:length(rooms) + subplot(1, 5, i); + hold on; + + % Plot ground truth + plot(frequencies, ground_truth(i,:), 'k-', 'LineWidth', 2); + + % Plot JND lines (20%) + plot(frequencies, ground_truth(i,:)*1.2, 'k--', 'LineWidth', 1); + plot(frequencies, ground_truth(i,:)*0.8, 'k--', 'LineWidth', 1); + + % Plot data + plot(frequencies, baked(i,:), 'gs-', 'LineWidth', 1.5, 'MarkerSize', 6); % Changed from 'y' to 'g' for green + plot(frequencies, realtime(i,:), 'rd-', 'LineWidth', 1.5, 'MarkerSize', 6); + + % Customize plot + title(rooms{i}); + xlabel('Frequency (kHz)'); + if i == 1 + ylabel('RT60 (s)'); + end + xlim([400 9000]); + set(gca, 'XScale', 'log'); + set(gca, 'XTick', frequencies); + set(gca, 'XTickLabel', {'0.5', '1', '2', '4', '8'}); + grid on; + + % Adjust y-axis limits based on data + if i == 1 % MR + ylim([0 1.4]); + elseif i == 2 % KT + ylim([0 2.1]); + elseif i == 3 % ST + ylim([0 2.5]); + else % UL + ylim([0 1.5]); + end + + % Add legend only to the first subplot + if i == 1 + legend('Ground Truth', 'JND', '', 'Baked', 'Realtime', 'Location', 'best'); + end + + hold off; +end + +% Add overall title +sgtitle('RT60s over different frequency bands for the rooms'); \ No newline at end of file -- GitLab