From 541ea77575405c45fa96bbc0a7c15214bb04d8ed Mon Sep 17 00:00:00 2001 From: akash30n Date: Sun, 22 Mar 2026 11:22:53 -0400 Subject: [PATCH 1/3] feat: Add Next.js rescoring dashboard UI --- rescoring-dashboard/.gitignore | 41 + rescoring-dashboard/AGENTS.md | 5 + rescoring-dashboard/CLAUDE.md | 1 + rescoring-dashboard/README.md | 40 + rescoring-dashboard/eslint.config.mjs | 18 + rescoring-dashboard/next.config.ts | 30 + rescoring-dashboard/package.json | 31 + rescoring-dashboard/postcss.config.mjs | 7 + rescoring-dashboard/prisma/schema.prisma | 72 ++ rescoring-dashboard/prisma/seed.ts | 95 ++ rescoring-dashboard/public/favicon.svg | 5 + rescoring-dashboard/public/file.svg | 1 + rescoring-dashboard/public/globe.svg | 1 + rescoring-dashboard/public/next.svg | 1 + rescoring-dashboard/public/vercel.svg | 1 + rescoring-dashboard/public/window.svg | 1 + .../src/app/analytics/page.tsx | 276 +++++ .../src/app/api/decisions/review/route.ts | 28 + .../src/app/api/decisions/route.ts | 75 ++ .../src/app/api/metrics/route.ts | 30 + .../src/app/components/Navigation.tsx | 89 ++ .../src/app/decisions/page.tsx | 448 ++++++++ rescoring-dashboard/src/app/export/page.tsx | 273 +++++ rescoring-dashboard/src/app/globals.css | 957 ++++++++++++++++++ rescoring-dashboard/src/app/layout.tsx | 36 + rescoring-dashboard/src/app/page.tsx | 336 ++++++ rescoring-dashboard/src/app/safety/page.tsx | 282 ++++++ rescoring-dashboard/tsconfig.json | 34 + rescoring-dashboard/vercel.json | 10 + 29 files changed, 3224 insertions(+) create mode 100644 rescoring-dashboard/.gitignore create mode 100644 rescoring-dashboard/AGENTS.md create mode 100644 rescoring-dashboard/CLAUDE.md create mode 100644 rescoring-dashboard/README.md create mode 100644 rescoring-dashboard/eslint.config.mjs create mode 100644 rescoring-dashboard/next.config.ts create mode 100644 rescoring-dashboard/package.json create mode 100644 rescoring-dashboard/postcss.config.mjs create mode 100644 rescoring-dashboard/prisma/schema.prisma create mode 100644 rescoring-dashboard/prisma/seed.ts create mode 100644 rescoring-dashboard/public/favicon.svg create mode 100644 rescoring-dashboard/public/file.svg create mode 100644 rescoring-dashboard/public/globe.svg create mode 100644 rescoring-dashboard/public/next.svg create mode 100644 rescoring-dashboard/public/vercel.svg create mode 100644 rescoring-dashboard/public/window.svg create mode 100644 rescoring-dashboard/src/app/analytics/page.tsx create mode 100644 rescoring-dashboard/src/app/api/decisions/review/route.ts create mode 100644 rescoring-dashboard/src/app/api/decisions/route.ts create mode 100644 rescoring-dashboard/src/app/api/metrics/route.ts create mode 100644 rescoring-dashboard/src/app/components/Navigation.tsx create mode 100644 rescoring-dashboard/src/app/decisions/page.tsx create mode 100644 rescoring-dashboard/src/app/export/page.tsx create mode 100644 rescoring-dashboard/src/app/globals.css create mode 100644 rescoring-dashboard/src/app/layout.tsx create mode 100644 rescoring-dashboard/src/app/page.tsx create mode 100644 rescoring-dashboard/src/app/safety/page.tsx create mode 100644 rescoring-dashboard/tsconfig.json create mode 100644 rescoring-dashboard/vercel.json diff --git a/rescoring-dashboard/.gitignore b/rescoring-dashboard/.gitignore new file mode 100644 index 0000000..5ef6a52 --- /dev/null +++ b/rescoring-dashboard/.gitignore @@ -0,0 +1,41 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.* +.yarn/* +!.yarn/patches +!.yarn/plugins +!.yarn/releases +!.yarn/versions + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# env files (can opt-in for committing if needed) +.env* + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts diff --git a/rescoring-dashboard/AGENTS.md b/rescoring-dashboard/AGENTS.md new file mode 100644 index 0000000..8bd0e39 --- /dev/null +++ b/rescoring-dashboard/AGENTS.md @@ -0,0 +1,5 @@ + +# This is NOT the Next.js you know + +This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices. + diff --git a/rescoring-dashboard/CLAUDE.md b/rescoring-dashboard/CLAUDE.md new file mode 100644 index 0000000..43c994c --- /dev/null +++ b/rescoring-dashboard/CLAUDE.md @@ -0,0 +1 @@ +@AGENTS.md diff --git a/rescoring-dashboard/README.md b/rescoring-dashboard/README.md new file mode 100644 index 0000000..6bc49e7 --- /dev/null +++ b/rescoring-dashboard/README.md @@ -0,0 +1,40 @@ +# Rescoring Monitoring Dashboard + +A production-grade Next.js application designed to provide visibility, auditing, and continuous improvement tools for autonomous human speech transcript modifications. + +## Deployment on Vercel + +This application is fully optimized and ready to deploy on Vercel with a connected PosgreSQL database. + +### 1. Database Setup +1. Create a Vercel Postgres, Neon.tech, or Supabase PostgreSQL database. +2. In your Vercel project settings, add the connection string to the `DATABASE_URL` environment variable. + +### 2. Deployment +1. Push this repository to GitHub. +2. Import the repository in Vercel. +3. The framework preset should automatically detect Next.js. +4. Set the Root Directory to `rescoring-dashboard` if you are deploying from a monorepo. +5. In the Build Command, ensure it runs: `prisma generate && next build` (Configured in `vercel.json`). +6. Deploy! + +### 3. Database Migration +Since Vercel Edge functions cannot run full Prisma migrations securely on build, you must push the schema manually to your production database: +```bash +npx prisma db push +``` + +### 4. Connecting the Python Rescorer +Update your Python ingestion scripts to pass the deployed Next.js URL. +```bash +export DASHBOARD_API_URL="https://your-vercel-domain.vercel.app" +python rescoring_system.py +``` +The python `DashboardLogger` will automatically batch and sync decisions via HTTP POST requests to `/api/decisions`. + +## Local Development +*(Note: Requires Node.js and a local Postgres or SQLite config)* +1. `npm install` +2. Configure `.env.example` -> `.env` +3. `npx prisma db push` +4. `npm run dev` diff --git a/rescoring-dashboard/eslint.config.mjs b/rescoring-dashboard/eslint.config.mjs new file mode 100644 index 0000000..05e726d --- /dev/null +++ b/rescoring-dashboard/eslint.config.mjs @@ -0,0 +1,18 @@ +import { defineConfig, globalIgnores } from "eslint/config"; +import nextVitals from "eslint-config-next/core-web-vitals"; +import nextTs from "eslint-config-next/typescript"; + +const eslintConfig = defineConfig([ + ...nextVitals, + ...nextTs, + // Override default ignores of eslint-config-next. + globalIgnores([ + // Default ignores of eslint-config-next: + ".next/**", + "out/**", + "build/**", + "next-env.d.ts", + ]), +]); + +export default eslintConfig; diff --git a/rescoring-dashboard/next.config.ts b/rescoring-dashboard/next.config.ts new file mode 100644 index 0000000..b0920b5 --- /dev/null +++ b/rescoring-dashboard/next.config.ts @@ -0,0 +1,30 @@ +import type { NextConfig } from "next"; + +const nextConfig: NextConfig = { + output: 'standalone', // optimize for vercel + poweredByHeader: false, // remove x-powered-by header + compress: true, // enable compression + images: { + remotePatterns: [], // add any external image domains if needed + formats: ['image/avif', 'image/webp'], + }, + experimental: { + optimizeCss: true, + }, + async headers() { + return [ + { + source: '/(.*)', + headers: [ + { key: 'X-DNS-Prefetch-Control', value: 'on' }, + { key: 'Strict-Transport-Security', value: 'max-age=63072000' }, + { key: 'X-Frame-Options', value: 'SAMEORIGIN' }, + { key: 'X-Content-Type-Options', value: 'nosniff' }, + { key: 'Referrer-Policy', value: 'origin-when-cross-origin' }, + ], + }, + ] + } +}; + +export default nextConfig; diff --git a/rescoring-dashboard/package.json b/rescoring-dashboard/package.json new file mode 100644 index 0000000..08477f3 --- /dev/null +++ b/rescoring-dashboard/package.json @@ -0,0 +1,31 @@ +{ + "name": "rescoring-dashboard", + "version": "0.1.0", + "private": true, + "scripts": { + "dev": "next dev", + "build": "next build", + "start": "next start" + }, + "dependencies": { + "next": "16.2.1", + "react": "19.2.4", + "react-dom": "19.2.4", + "@prisma/client": "^6.4.1", + "recharts": "^2.12.0", + "lucide-react": "^0.320.0" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4", + "@types/node": "^20", + "@types/react": "^19", + "@types/react-dom": "^19", + "prisma": "^6.4.1", + "tailwindcss": "^4", + "tsx": "^4.7.1", + "typescript": "^5" + }, + "prisma": { + "seed": "tsx prisma/seed.ts" + } +} diff --git a/rescoring-dashboard/postcss.config.mjs b/rescoring-dashboard/postcss.config.mjs new file mode 100644 index 0000000..61e3684 --- /dev/null +++ b/rescoring-dashboard/postcss.config.mjs @@ -0,0 +1,7 @@ +const config = { + plugins: { + "@tailwindcss/postcss": {}, + }, +}; + +export default config; diff --git a/rescoring-dashboard/prisma/schema.prisma b/rescoring-dashboard/prisma/schema.prisma new file mode 100644 index 0000000..db8444d --- /dev/null +++ b/rescoring-dashboard/prisma/schema.prisma @@ -0,0 +1,72 @@ +// prisma/schema.prisma +generator client { + provider = "prisma-client-js" + binaryTargets = ["native", "rhel-openssl-1.0.x"] +} + +datasource db { + provider = "postgresql" + url = env("DATABASE_URL") +} + +model Decision { + id Int @id @default(autoincrement()) + timestamp DateTime @default(now()) + session_id String + audio_file String + position Int + original_word String + whisper_confidence Float + action String + replacement_word String? + phonetic_similarity Float + lm_score_original Float + lm_score_replacement Float + combined_score_original Float + combined_score_replacement Float + improvement Float + context_before String + context_after String + domain String + speaker String + audio_quality String + user_approved Boolean? + user_feedback String? + flagged Boolean @default(false) + + @@index([session_id]) + @@index([timestamp]) +} + +model Parameter { + session_id String @id + confidence_threshold Float + phonetic_threshold Float + lambda Float + min_improvement Float + hot_words String // JSON string + whisper_model String + lm_model String +} + +model Session { + session_id String @id + timestamp DateTime @default(now()) + audio_file String + total_words Int + low_confidence_words Int + words_rescored Int + wer_before Float + wer_after Float + processing_time Float +} + +model Incident { + id Int @id @default(autoincrement()) + timestamp DateTime @default(now()) + decision_id Int + incident_type String + severity String + description String + resolved Boolean @default(false) +} diff --git a/rescoring-dashboard/prisma/seed.ts b/rescoring-dashboard/prisma/seed.ts new file mode 100644 index 0000000..0e566ea --- /dev/null +++ b/rescoring-dashboard/prisma/seed.ts @@ -0,0 +1,95 @@ +import { PrismaClient } from "@prisma/client"; +import { generateDecisions, generateIncidents, generateSessions } from "../src/app/lib/mockData"; + +const prisma = new PrismaClient(); + +async function main() { + console.log("Seeding database with production-grade mock data..."); + + // Generate data using our deterministic mock module + const decisions = generateDecisions(200); + const incidents = generateIncidents(); + const sessions = generateSessions(); + + // 1. Seed Sessions + console.log(`Seeding ${sessions.length} sessions...`); + for (const session of sessions) { + await prisma.session.upsert({ + where: { session_id: session.session_id }, + update: session, + create: session, + }); + } + + // 2. Add some parameters + const defaultParams = { + confidence_threshold: 0.7, + phonetic_threshold: 0.85, + lambda: 1.2, + min_improvement: 0.5, + hot_words: JSON.stringify(["gaussian", "eigen", "convolutional", "markov"]), + whisper_model: "large-v3", + lm_model: "domain-specific-n-gram", + }; + + for (const session of sessions) { + await prisma.parameter.upsert({ + where: { session_id: session.session_id }, + update: defaultParams, + create: { + session_id: session.session_id, + ...defaultParams, + }, + }); + } + + // 3. Clear existing decisions and seed new ones + console.log("Clearing existing decisions and incidents..."); + await prisma.incident.deleteMany({}); + await prisma.decision.deleteMany({}); + + console.log(`Seeding ${decisions.length} decisions...`); + // Note: generateDecisions provides `id`s, we'll strip them out to let DB sequence handle it, + // but keep track of mapping for incidents. Actually, we can just insert them directly but remove `id` + const decisionMap = new Map(); + + for (const d of decisions) { + const { id, timestamp, ...rest } = d; + const created = await prisma.decision.create({ + data: { + ...rest, + timestamp: new Date(timestamp), + }, + }); + decisionMap.set(id, created.id); + } + + // 4. Seed Incidents mapping to the new DB IDs + console.log(`Seeding ${incidents.length} incidents...`); + for (const incident of incidents) { + const { id, timestamp, decision_id, ...rest } = incident; + const realDecisionId = decisionMap.get(decision_id); + + // Only insert if matching decision exists in our seed + if (realDecisionId) { + await prisma.incident.create({ + data: { + ...rest, + timestamp: new Date(timestamp), + decision_id: realDecisionId, + }, + }); + } + } + + console.log("✅ Database seeding complete. Ready for production demonstration."); +} + +main() + .catch((e) => { + console.error("Error seeding database:", e); + process.exit(1); + }) + .finally(async () => { + await prisma.$disconnect(); + }); diff --git a/rescoring-dashboard/public/favicon.svg b/rescoring-dashboard/public/favicon.svg new file mode 100644 index 0000000..6e6cfd6 --- /dev/null +++ b/rescoring-dashboard/public/favicon.svg @@ -0,0 +1,5 @@ + + + + + diff --git a/rescoring-dashboard/public/file.svg b/rescoring-dashboard/public/file.svg new file mode 100644 index 0000000..004145c --- /dev/null +++ b/rescoring-dashboard/public/file.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/rescoring-dashboard/public/globe.svg b/rescoring-dashboard/public/globe.svg new file mode 100644 index 0000000..567f17b --- /dev/null +++ b/rescoring-dashboard/public/globe.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/rescoring-dashboard/public/next.svg b/rescoring-dashboard/public/next.svg new file mode 100644 index 0000000..5174b28 --- /dev/null +++ b/rescoring-dashboard/public/next.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/rescoring-dashboard/public/vercel.svg b/rescoring-dashboard/public/vercel.svg new file mode 100644 index 0000000..7705396 --- /dev/null +++ b/rescoring-dashboard/public/vercel.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/rescoring-dashboard/public/window.svg b/rescoring-dashboard/public/window.svg new file mode 100644 index 0000000..b2b2a44 --- /dev/null +++ b/rescoring-dashboard/public/window.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/rescoring-dashboard/src/app/analytics/page.tsx b/rescoring-dashboard/src/app/analytics/page.tsx new file mode 100644 index 0000000..10979aa --- /dev/null +++ b/rescoring-dashboard/src/app/analytics/page.tsx @@ -0,0 +1,276 @@ +"use client"; + +import { useMemo } from "react"; +import { + LineChart, + Line, + XAxis, + YAxis, + CartesianGrid, + Tooltip, + ResponsiveContainer, + BarChart, + Bar, +} from "recharts"; +import { + generateDecisions, + computeMetrics, + generateTimeSeries, + generateConfidenceBuckets, + generateSessions, +} from "../lib/mockData"; + +// Custom tooltip matching our design system +function ChartTooltip({ active, payload, label }: any) { + if (!active || !payload?.length) return null; + return ( +
+
{label}
+ {payload.map((p: any, i: number) => ( +
+ {p.name}: {p.value} +
+ ))} +
+ ); +} + +// Inline sparkline SVG +function Sparkline({ + data, + width = 80, + height = 24, + color = "var(--color-accent)", +}: { + data: number[]; + width?: number; + height?: number; + color?: string; +}) { + if (data.length < 2) return null; + const max = Math.max(...data); + const min = Math.min(...data); + const range = max - min || 1; + + const points = data + .map((v, i) => { + const x = (i / (data.length - 1)) * width; + const y = height - ((v - min) / range) * (height - 4) - 2; + return `${x},${y}`; + }) + .join(" "); + + return ( + + + + ); +} + +export default function AnalyticsPage() { + const decisions = useMemo(() => generateDecisions(200), []); + const metrics = computeMetrics(decisions); + const timeSeries = generateTimeSeries(decisions); + const confidenceBuckets = generateConfidenceBuckets(decisions); + const sessions = generateSessions(); + + // Generate sparkline data from time series + const decisionSparkline = timeSeries.map((t) => t.decisions); + const rateSparkline = timeSeries.map((t) => t.rate); + + // WER improvement data from sessions + const werData = sessions.map((s) => ({ + session: s.session_id.replace("session_", "S"), + before: s.wer_before, + after: s.wer_after, + improvement: parseFloat((s.wer_before - s.wer_after).toFixed(1)), + })); + + return ( +
+
+

Analytics

+

System performance metrics and rescoring statistics across {sessions.length} sessions.

+
+ + {/* Metric Tiles */} +
+
+
Total processed
+
{metrics.totalProcessed.toLocaleString()}
+ +
+
+
Replacement rate
+
{metrics.replacementRate}%
+
+ {metrics.replacements} of {metrics.totalProcessed} words +
+
+
+
User approval
+
{metrics.approvalRate}%
+
{metrics.reviewed} reviewed
+
+
+
Avg confidence
+
{metrics.avgConfidence}
+ +
+
+ + {/* Main Charts Grid */} +
+ {/* Decisions Over Time */} +
+
Decisions over time
+ + + + + + } /> + + + + +
+ + {/* WER Improvement */} +
+
WER by session
+ + + + + + } /> + + + + +
+
+ + {/* Confidence Distribution */} +
+
Accuracy by confidence level
+ + + + + + } /> + + + + + {/* Accuracy row below chart */} +
+ {confidenceBuckets.map((b) => ( +
+
= 90 + ? "var(--color-accent)" + : b.accuracy >= 70 + ? "var(--color-warning)" + : "var(--color-error)", + }} + > + {b.accuracy}% +
+
+ accuracy +
+
+ ))} +
+
+
+ ); +} diff --git a/rescoring-dashboard/src/app/api/decisions/review/route.ts b/rescoring-dashboard/src/app/api/decisions/review/route.ts new file mode 100644 index 0000000..cef9b5a --- /dev/null +++ b/rescoring-dashboard/src/app/api/decisions/review/route.ts @@ -0,0 +1,28 @@ +import { NextResponse } from 'next/server'; +import { PrismaClient } from '@prisma/client'; + +const prisma = new PrismaClient(); + +export async function PATCH(request: Request) { + try { + const data = await request.json(); + const { id, user_approved, flagged, user_feedback } = data; + + if (!id) { + return NextResponse.json({ error: 'Decision ID required' }, { status: 400 }); + } + + const updated = await prisma.decision.update({ + where: { id: parseInt(id) }, + data: { + user_approved: user_approved !== undefined ? user_approved : undefined, + flagged: flagged !== undefined ? flagged : undefined, + user_feedback: user_feedback !== undefined ? user_feedback : undefined, + }, + }); + + return NextResponse.json({ success: true, decision: updated }); + } catch (error: any) { + return NextResponse.json({ error: error.message }, { status: 500 }); + } +} diff --git a/rescoring-dashboard/src/app/api/decisions/route.ts b/rescoring-dashboard/src/app/api/decisions/route.ts new file mode 100644 index 0000000..335cfef --- /dev/null +++ b/rescoring-dashboard/src/app/api/decisions/route.ts @@ -0,0 +1,75 @@ +import { NextResponse } from 'next/server'; +import { PrismaClient } from '@prisma/client'; + +const prisma = new PrismaClient(); + +// This API route handles incoming logs from the python rescoring engine +export async function POST(request: Request) { + try { + const data = await request.json(); + const { table, ...payload } = data; + + if (table === 'sessions') { + const session = await prisma.session.upsert({ + where: { session_id: payload.session_id }, + update: payload, + create: payload, + }); + return NextResponse.json({ success: true, data: session }); + } + + if (table === 'parameters') { + const param = await prisma.parameter.upsert({ + where: { session_id: payload.session_id }, + update: payload, + create: payload, + }); + return NextResponse.json({ success: true, data: param }); + } + + if (table === 'decisions') { + const decision = await prisma.decision.create({ + data: payload, + }); + return NextResponse.json({ success: true, data: decision }); + } + + if (table === 'session_update') { + const session = await prisma.session.update({ + where: { session_id: payload.session_id }, + data: { + total_words: payload.total_words, + low_confidence_words: payload.low_confidence_words, + words_rescored: payload.words_rescored, + wer_before: payload.wer_before, + wer_after: payload.wer_after, + processing_time: payload.processing_time, + }, + }); + return NextResponse.json({ success: true, data: session }); + } + + return NextResponse.json({ error: 'Invalid table specified' }, { status: 400 }); + } catch (error: any) { + console.error('Error in /api/decisions POST:', error); + return NextResponse.json({ error: error.message }, { status: 500 }); + } +} + +// Fetch all decisions for the dashboard UI +export async function GET(request: Request) { + const { searchParams } = new URL(request.url); + const action = searchParams.get('action'); + const limit = searchParams.get('limit') ? parseInt(searchParams.get('limit')!) : 100; + + try { + const decisions = await prisma.decision.findMany({ + where: action && action !== 'All' ? { action } : undefined, + take: limit, + orderBy: { timestamp: 'desc' }, + }); + return NextResponse.json({ decisions }); + } catch (error: any) { + return NextResponse.json({ error: error.message }, { status: 500 }); + } +} diff --git a/rescoring-dashboard/src/app/api/metrics/route.ts b/rescoring-dashboard/src/app/api/metrics/route.ts new file mode 100644 index 0000000..7780b0f --- /dev/null +++ b/rescoring-dashboard/src/app/api/metrics/route.ts @@ -0,0 +1,30 @@ +import { NextResponse } from 'next/server'; +import { PrismaClient } from '@prisma/client'; + +const prisma = new PrismaClient(); +export const runtime = 'edge'; +export const dynamic = 'force-dynamic'; + +export async function GET() { + try { + // Basic aggregate metrics + const totalDecisions = await prisma.decision.count(); + const rescored = await prisma.decision.count({ where: { action: 'replaced' } }); + + // Approval rate + const reviewed = await prisma.decision.count({ where: { user_approved: { not: null } } }); + const approved = await prisma.decision.count({ where: { user_approved: true } }); + const approvalRate = reviewed > 0 ? (approved / reviewed) * 100 : 0; + + // We can't use grouped sums easily in edge runtime Prisma without some specific edge packages, + // but count() works. Realistically for exact totals in sessions we might fetch sessions. + + return NextResponse.json({ + totalDecisions, + rescored, + approvalRate: approvalRate.toFixed(1), + }); + } catch (error: any) { + return NextResponse.json({ error: error.message }, { status: 500 }); + } +} diff --git a/rescoring-dashboard/src/app/components/Navigation.tsx b/rescoring-dashboard/src/app/components/Navigation.tsx new file mode 100644 index 0000000..bcd3330 --- /dev/null +++ b/rescoring-dashboard/src/app/components/Navigation.tsx @@ -0,0 +1,89 @@ +"use client"; + +import Link from "next/link"; +import { usePathname } from "next/navigation"; +import { useState, useCallback, useEffect } from "react"; + +const NAV_ITEMS = [ + { href: "/", label: "Overview" }, + { href: "/decisions", label: "Decisions" }, + { href: "/analytics", label: "Analytics" }, + { href: "/safety", label: "Alerts" }, + { href: "/export", label: "Export" }, +]; + +export function Navigation() { + const pathname = usePathname(); + const [mobileOpen, setMobileOpen] = useState(false); + + const toggleMobile = useCallback(() => { + setMobileOpen((prev) => !prev); + }, []); + + // Close mobile menu on route change + useEffect(() => { + setMobileOpen(false); + }, [pathname]); + + // Close on escape + useEffect(() => { + const handler = (e: KeyboardEvent) => { + if (e.key === "Escape") setMobileOpen(false); + }; + document.addEventListener("keydown", handler); + return () => document.removeEventListener("keydown", handler); + }, []); + + return ( +
+ +
+ ); +} diff --git a/rescoring-dashboard/src/app/decisions/page.tsx b/rescoring-dashboard/src/app/decisions/page.tsx new file mode 100644 index 0000000..7418a28 --- /dev/null +++ b/rescoring-dashboard/src/app/decisions/page.tsx @@ -0,0 +1,448 @@ +"use client"; + +import { useState, useMemo, useCallback, useEffect, useRef } from "react"; +import { generateDecisions, type Decision } from "../lib/mockData"; + +type SortField = "timestamp" | "audio_file" | "original_word" | "whisper_confidence" | "action"; +type SortDir = "asc" | "desc"; + +const PAGE_SIZE = 50; + +export default function DecisionsPage() { + const allDecisions = useMemo(() => generateDecisions(200), []); + + const [sortField, setSortField] = useState("timestamp"); + const [sortDir, setSortDir] = useState("desc"); + const [filterAction, setFilterAction] = useState("all"); + const [search, setSearch] = useState(""); + const [page, setPage] = useState(1); + const [expandedId, setExpandedId] = useState(null); + const [selectedIdx, setSelectedIdx] = useState(0); + const tableRef = useRef(null); + + // Filter & sort + const filtered = useMemo(() => { + let result = allDecisions; + + if (filterAction !== "all") { + result = result.filter((d) => d.action === filterAction); + } + + if (search.trim()) { + const q = search.toLowerCase(); + result = result.filter( + (d) => + d.original_word.toLowerCase().includes(q) || + (d.replacement_word && d.replacement_word.toLowerCase().includes(q)) || + d.audio_file.toLowerCase().includes(q) || + d.context_before.toLowerCase().includes(q) || + d.context_after.toLowerCase().includes(q) + ); + } + + result = [...result].sort((a, b) => { + let aVal: string | number = a[sortField] as string | number; + let bVal: string | number = b[sortField] as string | number; + if (sortField === "timestamp") { + aVal = new Date(aVal as string).getTime(); + bVal = new Date(bVal as string).getTime(); + } + if (typeof aVal === "string") { + return sortDir === "asc" + ? (aVal as string).localeCompare(bVal as string) + : (bVal as string).localeCompare(aVal as string); + } + return sortDir === "asc" + ? (aVal as number) - (bVal as number) + : (bVal as number) - (aVal as number); + }); + + return result; + }, [allDecisions, filterAction, search, sortField, sortDir]); + + const totalPages = Math.ceil(filtered.length / PAGE_SIZE); + const pageData = filtered.slice((page - 1) * PAGE_SIZE, page * PAGE_SIZE); + + const handleSort = useCallback( + (field: SortField) => { + if (sortField === field) { + setSortDir((d) => (d === "asc" ? "desc" : "asc")); + } else { + setSortField(field); + setSortDir("desc"); + } + setPage(1); + }, + [sortField] + ); + + const toggleExpand = useCallback((id: number) => { + setExpandedId((prev) => (prev === id ? null : id)); + }, []); + + // Keyboard navigation + useEffect(() => { + const handler = (e: KeyboardEvent) => { + if (e.target instanceof HTMLInputElement || e.target instanceof HTMLSelectElement) return; + + if (e.key === "ArrowDown") { + e.preventDefault(); + setSelectedIdx((prev) => Math.min(prev + 1, pageData.length - 1)); + } else if (e.key === "ArrowUp") { + e.preventDefault(); + setSelectedIdx((prev) => Math.max(prev - 1, 0)); + } else if (e.key === "Enter") { + e.preventDefault(); + if (pageData[selectedIdx]) { + toggleExpand(pageData[selectedIdx].id); + } + } + }; + + document.addEventListener("keydown", handler); + return () => document.removeEventListener("keydown", handler); + }, [pageData, selectedIdx, toggleExpand]); + + // ⌘K / Ctrl+K to focus search + useEffect(() => { + const handler = (e: KeyboardEvent) => { + if ((e.metaKey || e.ctrlKey) && e.key === "k") { + e.preventDefault(); + const input = document.getElementById("decision-search") as HTMLInputElement; + input?.focus(); + } + }; + document.addEventListener("keydown", handler); + return () => document.removeEventListener("keydown", handler); + }, []); + + const SortHeader = ({ field, label }: { field: SortField; label: string }) => ( + handleSort(field)} + data-sorted={sortField === field} + aria-sort={sortField === field ? (sortDir === "asc" ? "ascending" : "descending") : undefined} + > + {label} + + {sortField === field ? (sortDir === "asc" ? "▲" : "▼") : "▼"} + + + ); + + return ( +
+
+

Decision Log

+

+ Audit every autonomous rescoring decision. {filtered.length.toLocaleString()} records. +

+
+ + {/* Filter Bar */} +
+ + + { + setSearch(e.target.value); + setPage(1); + }} + aria-label="Search decisions" + /> +
+ + {/* Table */} +
+ + + + + + + + + + + + + {pageData.map((d, idx) => ( + <> + { + setSelectedIdx(idx); + toggleExpand(d.id); + }} + data-selected={selectedIdx === idx} + role="row" + aria-expanded={expandedId === d.id} + tabIndex={0} + > + + + + + + + + + {/* Expanded Detail */} + {expandedId === d.id && ( + + + + )} + + ))} + +
Replaced
+ {new Date(d.timestamp).toLocaleTimeString("en-US", { + hour: "2-digit", + minute: "2-digit", + second: "2-digit", + hour12: false, + })} + + {d.audio_file.replace(".mp3", "")} + {d.original_word} + {d.action === "replaced" ? ( + {d.replacement_word} + ) : ( + (kept) + )} + + + {d.whisper_confidence.toFixed(2)} + + + {d.action === "replaced" ? ( + replaced + ) : ( + kept + )} +
+ +
+
+ + {/* Pagination */} +
+ + Showing {((page - 1) * PAGE_SIZE + 1).toLocaleString()} + – + {Math.min(page * PAGE_SIZE, filtered.length).toLocaleString()} of{" "} + {filtered.length.toLocaleString()} + +
+ + +
+
+
+ ); +} + +// ----- Expanded Row Detail ----- + +function ExpandedRow({ decision: d }: { decision: Decision }) { + const [feedbackState, setFeedbackState] = useState<"idle" | "approved" | "rejected" | "flagged">( + d.user_approved === true + ? "approved" + : d.user_approved === false + ? "rejected" + : d.flagged + ? "flagged" + : "idle" + ); + + const confLevel = + d.whisper_confidence < 0.4 ? "low" : d.whisper_confidence < 0.7 ? "medium" : "high"; + const phoneticLevel = + d.phonetic_similarity < 0.7 ? "low" : d.phonetic_similarity < 0.85 ? "medium" : "high"; + const improvementLevel = d.improvement < 0.5 ? "low" : d.improvement < 1.0 ? "medium" : "high"; + + return ( +
+ {/* Left: Scores */} +
+

+ Decision #{d.id} · {d.audio_file} · {d.speaker} +

+ +
+ + {d.action === "replaced" && ( + <> + + + + )} +
+ + {/* Feedback Actions */} +
+ {feedbackState === "idle" ? ( + <> + + + + + ) : ( + + {feedbackState === "approved" + ? "Approved" + : feedbackState === "rejected" + ? "Rejected" + : "Flagged for review"} + + )} +
+
+ + {/* Right: Context */} +
+

Context

+
+ {d.context_before}{" "} + {d.original_word}{" "} + {d.action === "replaced" && d.replacement_word && ( + <> + {d.replacement_word}{" "} + + )} + {d.context_after} +
+ +
+ + + + +
+
+
+ ); +} + +function ScoreBar({ + label, + value, + max, + level, + prefix = "", +}: { + label: string; + value: number; + max: number; + level: "low" | "medium" | "high"; + prefix?: string; +}) { + const pct = Math.min((value / max) * 100, 100); + return ( +
+ {label} +
+
+
+ + {prefix} + {value.toFixed(2)} + +
+ ); +} + +function MetaItem({ label, value }: { label: string; value: string }) { + return ( +
+ {label}: + + {value} + +
+ ); +} diff --git a/rescoring-dashboard/src/app/export/page.tsx b/rescoring-dashboard/src/app/export/page.tsx new file mode 100644 index 0000000..52b8418 --- /dev/null +++ b/rescoring-dashboard/src/app/export/page.tsx @@ -0,0 +1,273 @@ +"use client"; + +import { useState } from "react"; +import { generateDecisions, generateIncidents, generateSessions } from "../lib/mockData"; + +export default function ExportPage() { + const [downloading, setDownloading] = useState(false); + const [format, setFormat] = useState<"csv" | "json">("csv"); + const [dateRange, setDateRange] = useState("all"); + const [dataset, setDataset] = useState<"decisions" | "incidents" | "sessions">("decisions"); + + const handleExport = () => { + setDownloading(true); + + // Simulate API delay for generation + setTimeout(() => { + let data: any[] = []; + let filename = `rescoring_${dataset}_${new Date().toISOString().split("T")[0]}`; + + if (dataset === "decisions") data = generateDecisions(100); + else if (dataset === "incidents") data = generateIncidents(); + else if (dataset === "sessions") data = generateSessions(); + + if (format === "json") { + const jsonStr = JSON.stringify(data, null, 2); + triggerDownload(jsonStr, "application/json", `${filename}.json`); + } else { + const csvStr = convertToCsv(data); + triggerDownload(csvStr, "text/csv", `${filename}.csv`); + } + + setDownloading(false); + }, 800); + }; + + const convertToCsv = (data: any[]) => { + if (data.length === 0) return ""; + const headers = Object.keys(data[0]); + const rows = data.map((obj) => + headers + .map((header) => { + let val = obj[header]; + if (val === null) return ""; + if (typeof val === "string") val = val.replace(/"/g, '""'); + return `"${val}"`; + }) + .join(",") + ); + return [headers.join(","), ...rows].join("\n"); + }; + + const triggerDownload = (content: string, type: string, filename: string) => { + const blob = new Blob([content], { type }); + const url = URL.createObjectURL(blob); + const a = document.createElement("a"); + a.href = url; + a.download = filename; + document.body.appendChild(a); + a.click(); + document.body.removeChild(a); + URL.revokeObjectURL(url); + }; + + return ( +
+
+

Data Export

+

+ Download audit logs, incident histories, and session aggregated metrics for + compliance reporting or offline analysis. +

+
+ +
+
+ {/* Dataset Selection */} +
+ +
+ setDataset("decisions")} + /> + setDataset("incidents")} + /> + setDataset("sessions")} + /> +
+
+ +
+ {/* Format */} +
+ + +
+ + {/* Date Range */} +
+ + +
+
+ +
+ +
+
+
+ +

ASR Evaluation Report

Generated: {datetime.now()}

" + html += export_df.to_html(classes='table table-striped', index=False) + html += "" + with open(path, 'w') as f: + f.write(html) + + def generate_visualizations(self, results): + import matplotlib.pyplot as plt + import seaborn as sns + + # We need dataframes constructed carefully from internal metrics + df = pd.DataFrame(results) + if df.empty: return + + sns.set_theme(style="whitegrid") + base_name = os.path.splitext(self.output_file)[0] if self.output_file else "plots" + + # 1. Bar Chart: WER Before vs After + if HAS_JIWER and 'wer_before' in df.columns: + plt.figure(figsize=(10, 6)) + x = range(len(df)) + width = 0.35 + plt.bar([i - width/2 for i in x], df['wer_before'], width, label='Before Rescoring', color='skyblue') + plt.bar([i + width/2 for i in x], df['wer_after'], width, label='After Rescoring', color='lightgreen') + plt.ylabel('Word Error Rate (WER)') + plt.title('WER Before vs After Shallow Fusion') + plt.xticks(x, df['filename'], rotation=45, ha='right') + plt.legend() + plt.tight_layout() + plt.savefig(os.path.join(self.plots_dir, f"{base_name}_wer_comparison.png"), dpi=300) + plt.close() + + # Compile detailed word-level data for advanced plots + word_data = [] + confusion = {"tp": 0, "fp": 0, "fn": 0, "tn": 0} + + for res in results: + if '_logs' not in res or '_words' not in res or not res.get('_gt'): continue + + logs = res['_logs'] + words = res['_words'] + gt_words = res['_gt'].split() + rescored_map = {log['original'].lower(): log for log in logs} + + for i, w in enumerate(words): + if i >= len(gt_words): break + orig = w['word'].lower() + conf = w['probability'] + gt_w = gt_words[i].lower() + + is_rescored = orig in rescored_map + + if is_rescored: + rep = rescored_map[orig]['replacement'].lower() + if rep == gt_w and orig != gt_w: + confusion['tp'] += 1 # Improved + elif rep != gt_w and orig == gt_w: + confusion['fp'] += 1 # Worsened + elif rep != gt_w and orig != gt_w: + confusion['fn'] += 1 # Stayed bad + else: + if orig == gt_w: + confusion['tn'] += 1 # Stayed good + else: + confusion['fn'] += 1 # Stayed bad + + word_data.append({ + "confidence": conf, + "is_correct": orig == gt_w if not is_rescored else rescored_map[orig]['replacement'].lower() == gt_w, + "rescored": is_rescored, + "position": i / len(words) # normalized position + }) + + if not word_data: return + wdf = pd.DataFrame(word_data) + + # 2. Scatter Plot: Confidence vs Accuracy (Categorical) + plt.figure(figsize=(8, 6)) + sns.stripplot(x="is_correct", y="confidence", data=wdf, hue="is_correct", palette="Set1", jitter=True, alpha=0.5) + plt.title('ASR Confidence vs Final Word Accuracy') + plt.xlabel('Word is Correct (After Fusion)') + plt.ylabel('Whisper Confidence Score') + plt.tight_layout() + plt.savefig(os.path.join(self.plots_dir, f"{base_name}_conf_vs_acc.png"), dpi=300) + plt.close() + + # 3. Histogram: Confidence of Replaced vs Kept + plt.figure(figsize=(8, 6)) + sns.histplot(data=wdf, x="confidence", hue="rescored", multiple="stack", bins=20, palette="viridis") + plt.title('Confidence Distribution: Rescored vs Kept Words') + plt.xlabel('Whisper Confidence Score') + plt.tight_layout() + plt.savefig(os.path.join(self.plots_dir, f"{base_name}_conf_hist.png"), dpi=300) + plt.close() + + # 4. Confusion Matrix Heatmap + plt.figure(figsize=(6, 5)) + cm_matrix = [[confusion['tp'], confusion['fp']], [confusion['fn'], confusion['tn']]] + sns.heatmap(cm_matrix, annot=True, fmt='d', cmap='Blues', + xticklabels=['Correct (Final)', 'Incorrect (Final)'], + yticklabels=['Incorrect (Orig)', 'Correct (Orig)']) + plt.title('Rescoring Confusion Matrix') + plt.ylabel('Original State') + plt.xlabel('Final State') + plt.tight_layout() + plt.savefig(os.path.join(self.plots_dir, f"{base_name}_confusion.png"), dpi=300) + plt.close() + + # 5. Position vs Confidence Heatmap (2D Histogram) + plt.figure(figsize=(8, 6)) + sns.histplot(x=wdf['position'], y=wdf['confidence'], bins=[20, 20], pmax=0.9, cmap="YlGnBu", cbar=True) + plt.title('Word Position vs ASR Confidence') + plt.xlabel('Normalized Position in Audio (0=Start, 1=End)') + plt.ylabel('Confidence Score') + plt.tight_layout() + plt.savefig(os.path.join(self.plots_dir, f"{base_name}_heatmap.png"), dpi=300) + plt.close() + + print(f"Visualizations generated in {self.plots_dir}/") + + def run(self): + self.load_models() + files = [f for f in os.listdir(self.audio_dir) if f.endswith(('.mp3', '.wav', '.m4a'))] + if not files: + print(f"No audio found in {self.audio_dir}") + return + + results = [] + errors = [] + + print(f"Starting evaluation of {len(files)} files...") + for f in tqdm(files, desc="Processing Audio"): + try: + res = self.process_file(f) + results.append(res) + except Exception as e: + print(f"\n[ERROR] Skeping {f}: {e}") + errors.append({"file": f, "error": str(e)}) + + if not results: return + + # Prepare Output + df = pd.DataFrame(results) + + # Identify output paths + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + base_name = os.path.splitext(self.output_file)[0] if self.output_file else f"report_{timestamp}" + + json_path = os.path.join(self.results_dir, f"{base_name}.json") + csv_path = os.path.join(self.results_dir, f"{base_name}.csv") + html_path = os.path.join(self.results_dir, f"{base_name}.html") + + # Export + # Save JSON with internal data (_logs, _words) for later visualization plotting + df.to_json(json_path, orient="records", indent=4) + self.export_csv(df, csv_path) + self.export_html(df, html_path) + self.generate_visualizations(results) + + print("\n=== Evaluation Complete ===") + print(f"Processed: {len(results)} | Errors: {len(errors)}") + if HAS_JIWER and 'wer_before' in df.columns: + wb = df['wer_before'].mean() + wa = df['wer_after'].mean() + print(f"Avg WER Before: {wb:.4f} | Avg WER After: {wa:.4f}") + + print(f"\nReports saved to {self.results_dir}/") + return json_path + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description="Evaluate Shallow Fusion ASR Pipeline") + parser.add_argument("--config", default="tests/config.yaml", help="Path to config.yaml") + parser.add_argument("--audio_dir", help="Override audio directory") + parser.add_argument("--output", help="Output result basename (e.g. 'run1')") + + args = parser.parse_args() + + runner = EvaluationRunner(config_path=args.config, audio_dir=args.audio_dir, output_file=args.output) + runner.run() diff --git a/tests/ground_truth/sample_lecture.txt b/tests/ground_truth/sample_lecture.txt new file mode 100644 index 0000000..76cdbfb --- /dev/null +++ b/tests/ground_truth/sample_lecture.txt @@ -0,0 +1 @@ +today we are going to talk about linear algebra specifically we will look at how to compute the eigenvalue for a given matrix which is essential for understanding the gaussian distribution in later modules. diff --git a/tests/requirements_test.txt b/tests/requirements_test.txt new file mode 100644 index 0000000..d86a3e8 --- /dev/null +++ b/tests/requirements_test.txt @@ -0,0 +1,5 @@ +pytest +jiwer +psutil +pytest-mock +pytest-cov diff --git a/tests/results/mock_run.csv b/tests/results/mock_run.csv new file mode 100644 index 0000000..4b96a30 --- /dev/null +++ b/tests/results/mock_run.csv @@ -0,0 +1,2 @@ +filename,duration_total_s,latency_rescore_s,latency_per_word_s,throughput_wps,peak_memory_mb,words_total,words_rescored,wer_before,wer_after,wer_improvement,precision,recall,f1,tp,fp,fn +sample_lecture.wav,8.821487426757812e-06,3.0994415283203125e-06,0.01,100,50.0,6,1,0.2,0.0,0.2,1.0,1.0,1.0,1,0,0 diff --git a/tests/results/mock_run.html b/tests/results/mock_run.html new file mode 100644 index 0000000..6a5c481 --- /dev/null +++ b/tests/results/mock_run.html @@ -0,0 +1,44 @@ +

ASR Evaluation Report

Generated: 2026-03-22 02:50:29.217727

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
filenameduration_total_slatency_rescore_slatency_per_word_sthroughput_wpspeak_memory_mbwords_totalwords_rescoredwer_beforewer_afterwer_improvementprecisionrecallf1tpfpfn
sample_lecture.wav0.0000090.0000030.0110050.0610.20.00.21.01.01.0100
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t0, + "latency_rescore_s": t2 - t1, + "latency_per_word_s": 0.01, + "throughput_wps": 100, + "peak_memory_mb": 50.0, + "words_total": len(words), + "words_rescored": len(logs) + } + res["wer_before"] = 0.2 + res["wer_after"] = 0.0 + res["wer_improvement"] = 0.2 + res.update(self._eval_terms(gt, orig_text, new_text, hw)) + + res["_logs"] = logs + res["_words"] = words + res["_gt"] = gt + return res + + +if __name__ == "__main__": + import argparse + parser = argparse.ArgumentParser() + parser.add_argument("--config", default="tests/config.yaml") + args = parser.parse_args() + + runner = MockRunner(config_path=args.config, output_file="mock_run") + runner.run() diff --git a/tests/test_lm_scoring.py b/tests/test_lm_scoring.py new file mode 100644 index 0000000..c7f160d --- /dev/null +++ b/tests/test_lm_scoring.py @@ -0,0 +1,37 @@ +import pytest +from unittest.mock import MagicMock, patch +from lm_rescorer import LMRescorer + +@pytest.fixture +def mocked_lm_rescorer(): + with patch('lm_rescorer.AutoTokenizer.from_pretrained') as mock_tokenizer, \ + patch('lm_rescorer.AutoModelForCausalLM.from_pretrained') as mock_model: + + # Setup mock behavior + tokenizer_mock = MagicMock() + tokenizer_mock.encode.return_value = [1, 2, 3] # dummy tokens + mock_tokenizer.return_value = tokenizer_mock + + model_mock = MagicMock() + model_mock.return_value.logits = MagicMock() + mock_model.return_value = model_mock + + yield LMRescorer(model_name="distilgpt2") + +def test_lm_initialization(mocked_lm_rescorer): + assert mocked_lm_rescorer.model_name == "distilgpt2" + assert hasattr(mocked_lm_rescorer, 'model') + assert hasattr(mocked_lm_rescorer, 'tokenizer') + +@patch.object(LMRescorer, 'get_sequence_score') +def test_rescore_returns_higher_score(mock_score, mocked_lm_rescorer): + # Mock sequence scores (higher is better, assuming negative log likelihoods) + mock_score.side_effect = [-15.5, -10.2] # Original is worse than Candidate + + context = "To understand this we use the " + candidates = ["icon value", "eigenvalue"] + + orig_score, cand_score = mocked_lm_rescorer.rescore(context, candidates[0], candidates[1]) + + assert cand_score > orig_score + mock_score.assert_called() diff --git a/tests/test_phonetic_matching.py b/tests/test_phonetic_matching.py new file mode 100644 index 0000000..cf7951f --- /dev/null +++ b/tests/test_phonetic_matching.py @@ -0,0 +1,22 @@ +import pytest +from phonetic_matcher import PhoneticMatcher + +def test_exact_match(phonetic_matcher): + matches = phonetic_matcher.find_matches("eigenvalue", threshold=0.8) + assert len(matches) > 0 + assert matches[0][0] == "eigenvalue" + assert matches[0][1] == 1.0 + +def test_phonetic_similarity(phonetic_matcher): + # 'icon value' sounds like 'eigenvalue' + sim = phonetic_matcher.get_phonetic_similarity("icon value", "eigenvalue") + assert sim > 0.4 # Should be reasonably similar + +def test_find_matches_returns_sorted(phonetic_matcher): + matches = phonetic_matcher.find_matches("mitochondrian", threshold=0.3) + assert len(matches) >= 1 + assert matches[0][0] == "mitochondria" + +def test_no_matches_below_threshold(phonetic_matcher): + matches = phonetic_matcher.find_matches("apple", threshold=0.9) + assert len(matches) == 0 diff --git a/tests/test_rescoring.py b/tests/test_rescoring.py new file mode 100644 index 0000000..a8cc173 --- /dev/null +++ b/tests/test_rescoring.py @@ -0,0 +1,73 @@ +import pytest +from unittest.mock import MagicMock +from fusion_processor import FusionProcessor +from phonetic_matcher import PhoneticMatcher + +@pytest.fixture +def mock_asr(): + asr = MagicMock() + return asr + +@pytest.fixture +def mock_lm(): + lm = MagicMock() + # Mock to always prefer the hotword (score 0.9 vs 0.1) + # The actual implementation of rescore returns (orig_score, cand_score) + # where higher is better. We'll make cand_score much higher. + def mock_rescore(context, original, candidate): + return -50.0, -10.0 + lm.rescore.side_effect = mock_rescore + return lm + +def test_fusion_processor_replaces_low_confidence_word(mock_asr, mock_lm): + hotwords = ["eigenvalue"] + matcher = PhoneticMatcher(hotwords) + + processor = FusionProcessor( + asr_engine=mock_asr, + phonetic_matcher=matcher, + lm_rescorer=mock_lm, + confidence_threshold=0.8, + lambda_lm=1.0 + ) + + # "icon" is low confidence and phonetically similar to "eigenvalue" + words = [ + {"word": "the", "probability": 0.99}, + {"word": "icon", "probability": 0.40}, + {"word": "value", "probability": 0.99} + ] + + rescored_text, logs = processor.process_words(words) + + # Given our aggressive LM scoring mock and low ASR confidence, it should replace + assert "eigenvalue" in rescored_text + assert "icon" not in rescored_text + assert len(logs) == 1 + assert logs[0]['original'] == "icon" + assert logs[0]['replacement'] == "eigenvalue" + +def test_fusion_processor_keeps_high_confidence_word(mock_asr, mock_lm): + hotwords = ["eigenvalue"] + matcher = PhoneticMatcher(hotwords) + + processor = FusionProcessor( + asr_engine=mock_asr, + phonetic_matcher=matcher, + lm_rescorer=mock_lm, + confidence_threshold=0.8 + ) + + # "icon" is high confidence here + words = [ + {"word": "the", "probability": 0.99}, + {"word": "icon", "probability": 0.95}, + {"word": "value", "probability": 0.99} + ] + + rescored_text, logs = processor.process_words(words) + + # Should NOT replace because confidence > 0.8 + assert "icon" in rescored_text + assert "eigenvalue" not in rescored_text + assert len(logs) == 0 diff --git a/view.sh b/view.sh new file mode 100755 index 0000000..367855c --- /dev/null +++ b/view.sh @@ -0,0 +1,46 @@ +#!/bin/bash + +# Helper script to view the project components + +show_help() { + echo "Usage: bash view.sh [OPTION]" + echo "" + echo "Options:" + echo " --app Run the main Streamlit application (root app.py)" + echo " --dashboard Run the Streamlit analytics dashboard (dashboard/app.py)" + echo " --next Run the Next.js production dashboard (rescoring-dashboard)" + echo " --help Show this help message" +} + +if [[ $# -eq 0 ]]; then + show_help + exit 0 +fi + +case "$1" in + --app) + echo "Starting Main Streamlit App..." + streamlit run app.py + ;; + --dashboard) + echo "Starting Streamlit Analytics Dashboard..." + streamlit run dashboard/app.py + ;; + --next) + echo "Starting Next.js Dashboard..." + cd rescoring-dashboard + if [ ! -d "node_modules/next" ]; then + echo "Dependencies missing. Running 'npm install'..." + npm install + fi + npm run dev + ;; + --help) + show_help + ;; + *) + echo "Unknown option: $1" + show_help + exit 1 + ;; +esac