Refactor code structure for improved readability and maintainability

comparison/wer_plot.py

@@ -114,8 +114,8 @@ ax.xaxis.get_major_formatter().set_useOffset(False)
 ax.xaxis.set_minor_locator(ticker.LogLocator(base=10.0, subs=np.arange(2, 10) * 0.1))
 
 # Set axis labels with larger font
-ax.set_xlabel("← RTF (Faster)", fontsize=18, fontweight='bold')
-ax.set_ylabel("← WER (More accurate)", fontsize=18, fontweight='bold')
+ax.set_xlabel("← RTF (Faster)", fontsize=28, fontweight='bold')
+ax.set_ylabel("← WER (Precise)", fontsize=28, fontweight='bold')
 
 
 # Remove title
@@ -125,18 +125,18 @@ ax.grid(True, alpha=0.3, linestyle='--', linewidth=0.5)
 ax.set_axisbelow(True)
 
 # Create custom legend
-from matplotlib.patches import Patch
-legend_elements = [
-    plt.scatter([], [], c=colors['Ours'], s=150, edgecolors='black', 
-                linewidths=1.5, label='Our Models'),
-    plt.scatter([], [], c=colors['Open'], s=120, edgecolors='black', 
-                linewidths=1.5, label='Open Source'),
-    plt.scatter([], [], c=colors['Proprietary'], s=120, edgecolors='black', 
-                linewidths=1.5, label='Proprietary')
-]
-
-ax.legend(handles=legend_elements, loc='upper right', fontsize=14, 
-          frameon=True, fancybox=True, shadow=True)
+# from matplotlib.patches import Patch
+# legend_elements = [
+#     plt.scatter([], [], c=colors['Ours'], s=150, edgecolors='black', 
+#                 linewidths=1.5, label='Our Models'),
+#     plt.scatter([], [], c=colors['Open'], s=120, edgecolors='black', 
+#                 linewidths=1.5, label='Open Source'),
+#     plt.scatter([], [], c=colors['Proprietary'], s=120, edgecolors='black', 
+#                 linewidths=1.5, label='Proprietary')
+# ]
+
+# ax.legend(handles=legend_elements, loc='upper right', fontsize=14, 
+#           frameon=True, fancybox=True, shadow=True)
 
 # Adjust layout to prevent labels from being cut off
 plt.tight_layout()

pyproject.toml

@@ -6,10 +6,11 @@ readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
         "huggingface-hub>=0.32.4",
-    "jiwer>=3.1.0",
-    "pandas>=2.3.0",
-    "pydub>=0.25.1",
-    "pywhispercpp>=1.3.1",
-    "tqdm>=4.67.1",
+        "jiwer>=3.1.0",
+        "matplotlib>=3.10.3",
+        "pandas>=2.3.0",
+        "pydub>=0.25.1",
+        "pywhispercpp>=1.3.1",
+        "tqdm>=4.67.1",
 ]
 

uv.lock

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 version = "2.3.0"
@@ -273,6 +478,7 @@ source = { virtual = "." }
 dependencies = [
     { name = "huggingface-hub" },
     { name = "jiwer" },
+    { name = "matplotlib" },
     { name = "pandas" },
     { name = "pydub" },
     { name = "pywhispercpp" },
@@ -283,12 +489,72 @@ dependencies = [
 requires-dist = [
     { name = "huggingface-hub", specifier = ">=0.32.4" },
     { name = "jiwer", specifier = ">=3.1.0" },
+    { name = "matplotlib", specifier = ">=3.10.3" },
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     { name = "pywhispercpp", specifier = ">=1.3.1" },
     { name = "tqdm", specifier = ">=4.67.1" },
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