From dcc8cf5efcfcacc62b60b916fc6f4d82cab637fb Mon Sep 17 00:00:00 2001 From: wuliaozhiji Date: Sun, 13 Mar 2022 20:43:12 -0400 Subject: [PATCH] [+] Violin graph --- results/diff-f1.png | Bin 0 -> 21785 bytes results/diff-f2.png | Bin 0 -> 22229 bytes results/diff-f3.png | Bin 0 -> 22660 bytes results/diff-mul-f1.png | Bin 0 -> 19199 bytes results/diff-mul-f2.png | Bin 0 -> 20162 bytes results/diff-mul-f3.png | Bin 0 -> 20588 bytes results/diff-pitch.png | Bin 0 -> 20151 bytes results/test-formant-multiplier.png | Bin 0 -> 44004 bytes results/test-formant.png | Bin 0 -> 59185 bytes results/vowels-azalea.png | Bin 0 -> 45470 bytes results/vowels-z.png | Bin 0 -> 43987 bytes src/formant.py | 54 ++++++++++++++++++++-------- 12 files changed, 40 insertions(+), 14 deletions(-) create mode 100644 results/diff-f1.png create mode 100644 results/diff-f2.png create mode 100644 results/diff-f3.png create mode 100644 results/diff-mul-f1.png create mode 100644 results/diff-mul-f2.png create mode 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numpy import numpy as np +import pandas as pd import parselmouth import tqdm +import seaborn as sns ASAB = Literal['f', 'm'] @@ -200,6 +202,10 @@ def vox_celeb_statistics(): pass +def subplots(**kwargs) -> tuple[plt.Figure, plt.Axes]: + return plt.subplots(**kwargs) + + def collect_statistics(): """ Collect statistics and draw interesting visualizations from its results @@ -219,23 +225,43 @@ def collect_statistics(): m_means = np.array([[t.mean for t in [s.pitch, s.f1, s.f2, s.f3, s.f1ratio, s.f2ratio, s.f3ratio]] for s, ag in stats_list if ag == 'm']) - # Plot - for i in range(len(headers)): - fig: plt.Figure - ax: plt.Axes - fig, ax = plt.subplots() + # Plot histograms + # for i in range(len(headers)): + # fig, ax = subplots() + # + # ax.set_title(f'Statistical Differences of {headers[i]}') + # if 'Ratio' in headers[i]: + # ax.set_xlabel('Multiplier from Pitch') + # else: + # ax.set_xlabel('Frequency (hz)') + # + # ax.hist(f_means[:, i], bins=40, color='#F5A9B8', alpha=0.5) + # ax.twinx().hist(m_means[:, i], bins=40, color='#5BCEFA', alpha=0.5) + # + # plt.show() + # plt.close() - ax.set_title(f'Statistical Differences of {headers[i]}') - if 'Ratio' in headers[i]: - ax.set_xlabel('Multiplier from Pitch') - else: - ax.set_xlabel('Frequency (hz)') + # Plot bar chart + sns.set_theme(style="ticks") + fig, ax = subplots(figsize=(10, 5)) + # ax.set_xscale('log') - ax.hist(f_means[:, i], bins=40, color='#F5A9B8', alpha=0.5) - ax.twinx().hist(m_means[:, i], bins=40, color='#5BCEFA', alpha=0.5) + df = pd.DataFrame({headers[i]: f_means[:, i] for i in range(4)}) + dm = pd.DataFrame({headers[i]: m_means[:, i] for i in range(4)}) + # data.boxplot() + # sns.boxplot(data=df, orient='h', color='#F5A9B8', linewidth=0.5) + # sns.boxplot(data=dm, orient='h', color='#5BCEFA', linewidth=0.5) + # sns.stripplot(x="distance", y="method", data=data, size=4, color=".3", linewidth=0) + args = dict(orient='h', scale='width', inner='quartile', linewidth=0.5) + sns.violinplot(data=df, color='#F5A9B8', **args) + sns.violinplot(data=dm, color='#5BCEFA', **args) - plt.show() - plt.close() + [c.set_alpha(0.7) for c in ax.collections] + + ax.xaxis.grid(True) + ax.set_ylabel('') + sns.despine(fig, ax) + plt.show() if __name__ == '__main__':