Add FLAC audio quality analysis and spectrum visualization (#110)

Introduces backend support for analyzing FLAC audio files, including technical metrics and frequency spectrum extraction. Adds frontend components and hooks for file selection, analysis, and visualization, integrating a new Audio Quality Analyzer dialog into the UI. Updates types and dependencies to support audio analysis features.

frontend/src/hooks/useAudioAnalysis.ts

@@ -0,0 +1,60 @@
+import { useState, useCallback } from "react";
+import { AnalyzeTrack } from "../../wailsjs/go/main/App";
+import type { AnalysisResult } from "@/types/api";
+import { logger } from "@/lib/logger";
+import { toastWithSound as toast } from "@/lib/toast-with-sound";
+
+export function useAudioAnalysis() {
+  const [analyzing, setAnalyzing] = useState(false);
+  const [result, setResult] = useState<AnalysisResult | null>(null);
+  const [error, setError] = useState<string | null>(null);
+
+  const analyzeFile = useCallback(async (filePath: string) => {
+    if (!filePath) {
+      setError("No file path provided");
+      return null;
+    }
+
+    setAnalyzing(true);
+    setError(null);
+    setResult(null);
+
+    try {
+      logger.info(`Analyzing audio file: ${filePath}`);
+      const startTime = Date.now();
+
+      const response = await AnalyzeTrack(filePath);
+      const analysisResult: AnalysisResult = JSON.parse(response);
+
+      const elapsed = ((Date.now() - startTime) / 1000).toFixed(2);
+      logger.success(`Audio analysis completed in ${elapsed}s`);
+
+      setResult(analysisResult);
+
+      return analysisResult;
+    } catch (err) {
+      const errorMessage = err instanceof Error ? err.message : "Failed to analyze audio file";
+      logger.error(`Analysis error: ${errorMessage}`);
+      setError(errorMessage);
+      toast.error("Audio Analysis Failed", {
+        description: errorMessage,
+      });
+      return null;
+    } finally {
+      setAnalyzing(false);
+    }
+  }, []);
+
+  const clearResult = useCallback(() => {
+    setResult(null);
+    setError(null);
+  }, []);
+
+  return {
+    analyzing,
+    result,
+    error,
+    analyzeFile,
+    clearResult,
+  };
+}