marcosremar2

Initial commit: dumont-talker speech-to-speech avatar

71e110b 9 months ago

47.5 kB

	<!DOCTYPE html>
	<html lang="pt-BR">
	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>AI Avatar - WebRTC</title>
	<style>
	* { margin: 0; padding: 0; box-sizing: border-box; }
	body {
	font-family: 'Segoe UI', sans-serif;
	background: #0a0a0f;
	min-height: 100vh;
	color: #fff;
	display: flex;
	justify-content: center;
	align-items: center;
	}
	.app-container {
	width: 100%;
	max-width: 420px;
	padding: 20px;
	}
	.avatar-section {
	position: relative;
	width: 100%;
	aspect-ratio: 9/16;
	max-height: 70vh;
	border-radius: 24px;
	overflow: hidden;
	background: linear-gradient(145deg, #1a1a2e, #0f0f1a);
	box-shadow: 0 20px 40px rgba(0,0,0,0.5);
	}
	#rtc-video, #idle-video, #ws-video {
	position: absolute;
	top: 0;
	left: 0;
	width: 100%;
	height: 100%;
	object-fit: cover;
	border-radius: 24px;
	}
	#idle-video {
	z-index: 5;
	}
	#rtc-video {
	z-index: 10;
	opacity: 0;
	transition: opacity 0.2s;
	}
	#rtc-video.active {
	opacity: 1;
	}
	.status-bar {
	position: absolute;
	top: 10px;
	left: 10px;
	right: 10px;
	display: flex;
	justify-content: space-between;
	font-size: 11px;
	color: #aaa;
	z-index: 20;
	}
	.status-dot {
	width: 8px;
	height: 8px;
	border-radius: 50%;
	background: #444;
	margin-right: 5px;
	display: inline-block;
	}
	.status-dot.connected { background: #4CAF50; }
	.status-dot.streaming { background: #2196F3; animation: pulse 1s infinite; }
	.status-dot.error { background: #f44336; }
	@keyframes pulse {
	0%, 100% { opacity: 1; }
	50% { opacity: 0.5; }
	}
	.response-overlay {
	position: absolute;
	bottom: 80px;
	left: 10px;
	right: 10px;
	text-align: center;
	z-index: 15;
	}
	.response-text {
	background: rgba(0,0,0,0.7);
	padding: 10px 15px;
	border-radius: 12px;
	font-size: 14px;
	display: inline-block;
	max-width: 90%;
	}
	.controls {
	display: flex;
	justify-content: center;
	gap: 15px;
	margin-top: 20px;
	}
	.record-btn {
	width: 70px;
	height: 70px;
	border-radius: 50%;
	border: none;
	background: linear-gradient(145deg, #667eea, #764ba2);
	color: white;
	cursor: pointer;
	display: flex;
	align-items: center;
	justify-content: center;
	transition: transform 0.2s, box-shadow 0.2s;
	}
	.record-btn:hover {
	transform: scale(1.05);
	box-shadow: 0 5px 20px rgba(102, 126, 234, 0.4);
	}
	.record-btn.recording {
	background: linear-gradient(145deg, #f44336, #e91e63);
	animation: pulse 0.5s infinite;
	}
	.record-btn svg {
	width: 28px;
	height: 28px;
	}
	.record-btn:disabled {
	background: #444;
	cursor: not-allowed;
	opacity: 0.5;
	}
	.stats-bar {
	display: flex;
	justify-content: center;
	gap: 20px;
	margin-top: 15px;
	font-size: 12px;
	color: #888;
	}
	.metrics-panel {
	display: none;
	position: fixed;
	bottom: 100px;
	left: 10px;
	right: 10px;
	background: rgba(0,0,0,0.9);
	padding: 15px;
	border-radius: 12px;
	font-size: 11px;
	max-height: 200px;
	overflow: auto;
	z-index: 1000;
	}
	.metrics-panel.visible { display: block; }
	</style>
	</head>
	<body>
	<div class="app-container">
	<div class="avatar-section">
	<video id="idle-video" autoplay loop muted playsinline preload="auto" src="avatar_videos/idle.mp4"></video>
	<video id="rtc-video" autoplay playsinline></video>
	<canvas id="ws-video" style="display:none;"></canvas>

	<div class="status-bar">
	<div><span class="status-dot" id="ws-status"></span><span id="ws-text">WS</span></div>
	<div><span class="status-dot" id="rtc-status"></span><span id="rtc-text">RTC</span></div>
	<div id="stats-text">-</div>
	</div>

	<div class="response-overlay">
	<div class="response-text" id="response-text">Conectando...</div>
	</div>
	</div>

	<div class="controls">
	<button class="record-btn" id="record-btn" disabled>
	<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
	<path d="M12 1a3 3 0 0 0-3 3v8a3 3 0 0 0 6 0V4a3 3 0 0 0-3-3z"/>
	<path d="M19 10v2a7 7 0 0 1-14 0v-2M12 19v4M8 23h8"/>
	</svg>
	</button>
	</div>

	<div class="stats-bar">
	<span>Frames: <b id="frame-count">0</b></span>
	<span>Latency: <b id="latency">-</b></span>
	<span onclick="toggleMetrics()" style="cursor:pointer">📊</span>
	</div>

	<div class="metrics-panel" id="metrics-panel">
	<div style="display:flex; justify-content:space-between; margin-bottom:10px;">
	<b>Metrics</b>
	<span onclick="toggleMetrics()" style="cursor:pointer">❌</span>
	</div>
	<div id="metrics-content">Waiting...</div>
	</div>
	</div>

	<audio id="audio-player" preload="none"></audio>

	<script>
	// Elements
	const idleVideo = document.getElementById('idle-video');
	const rtcVideo = document.getElementById('rtc-video');
	const wsVideo = document.getElementById('ws-video');
	const wsVideoCtx = wsVideo.getContext('2d');
	const recordBtn = document.getElementById('record-btn');

	// WebSocket video fallback state
	let useWsVideo = false;
	let wsVideoImage = new Image();
	const responseText = document.getElementById('response-text');
	const wsStatus = document.getElementById('ws-status');
	const rtcStatus = document.getElementById('rtc-status');
	const statsText = document.getElementById('stats-text');
	const frameCountEl = document.getElementById('frame-count');
	const latencyEl = document.getElementById('latency');
	const audioPlayer = document.getElementById('audio-player');
	const metricsPanel = document.getElementById('metrics-panel');
	const metricsContent = document.getElementById('metrics-content');

	// State
	let ws = null;
	let pc = null; // RTCPeerConnection
	let isRecording = false;
	let mediaRecorder = null;
	let audioChunks = [];
	let frameCount = 0;
	let startTime = 0;
	let sessionLogs = [];

	// URL parameters
	const urlParams = new URLSearchParams(window.location.search);
	const isDemoMode = urlParams.get('demo') === 'true';
	const forceRelay = urlParams.get('relay') === 'true'; // Force TURN relay (for proxy)
	const demoMetrics = {
	pageLoadTime: Date.now(),
	wsConnectTime: null,
	rtcConnectTime: null,
	// Latency metrics (from audio sent)
	audioSentTime: null,
	firstResponseTime: null, // First server response (status/transcription)
	transcriptionTime: null, // When transcription arrived
	llmResponseTime: null, // When LLM response arrived
	audioUrlTime: null, // When audio URL arrived
	firstFrameInfoTime: null, // When frame info arrived (total frames)
	firstVideoFrameTime: null, // When first actual video frame rendered
	responseCompleteTime: null,
	// Quality metrics
	totalFrames: 0,
	expectedFrames: 0,
	droppedFrames: 0,
	frameTimings: [], // Track each frame arrival for stutter detection
	stutterCount: 0, // Number of stutters detected
	maxFrameGap: 0, // Longest gap between frames (ms)
	avgFrameGap: 0, // Average gap between frames
	// Audio sync
	audioStartTime: null, // When audio started playing
	videoStartTime: null, // When video started playing
	audioVideoSyncOffset: null, // Difference between audio and video start
	// Server metrics
	serverMetrics: null
	};

	// Initialize
	async function init() {
	connectWebSocket();
	await setupWebRTC();
	}

	// WebSocket for signaling
	function connectWebSocket() {
	const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:';
	const basePath = window.location.pathname.replace(/\/$/, '').replace('/rtc', '');
	const wsUrl = `${protocol}//${window.location.host}${basePath}/ws/rtc`;

	console.log('[WS] Connecting to:', wsUrl);
	ws = new WebSocket(wsUrl);

	ws.onopen = async () => {
	console.log('[WS] Connected');
	wsStatus.className = 'status-dot connected';
	// Demo: record WS connect time
	if (isDemoMode) {
	demoMetrics.wsConnectTime = Date.now();
	console.log('[DEMO] WS connected in', demoMetrics.wsConnectTime - demoMetrics.pageLoadTime, 'ms');
	}
	// Wait a bit for pc to be ready, then send offer
	await new Promise(r => setTimeout(r, 100));
	console.log('[WS] Sending WebRTC offer...');
	sendOffer();
	};

	ws.onclose = () => {
	console.log('[WS] Disconnected');
	wsStatus.className = 'status-dot error';
	setTimeout(connectWebSocket, 3000);
	};

	ws.onerror = (e) => console.error('[WS] Error:', e);

	ws.onmessage = async (event) => {
	const data = JSON.parse(event.data);
	await handleMessage(data);
	};

	// Keepalive
	setInterval(() => {
	if (ws && ws.readyState === WebSocket.OPEN) {
	ws.send(JSON.stringify({type: 'ping'}));
	}
	}, 10000);
	}

	// WebRTC setup
	async function setupWebRTC() {
	pc = new RTCPeerConnection({
	iceServers: [
	// STUN servers (for direct connections)
	{ urls: 'stun:stun.l.google.com:19302' },
	{ urls: 'stun:stun1.l.google.com:19302' },
	{ urls: 'stun:stun.services.mozilla.com' },
	// OpenRelay TURN servers (free, for proxied connections)
	// UDP (fastest if not blocked)
	{
	urls: 'turn:openrelay.metered.ca:80',
	username: 'openrelayproject',
	credential: 'openrelayproject'
	},
	// TCP on port 443 (works through most firewalls)
	{
	urls: 'turn:openrelay.metered.ca:443?transport=tcp',
	username: 'openrelayproject',
	credential: 'openrelayproject'
	},
	// TURNS - TLS encrypted (works through strict proxies)
	{
	urls: 'turns:openrelay.metered.ca:443?transport=tcp',
	username: 'openrelayproject',
	credential: 'openrelayproject'
	},
	// Alternative TURN servers
	{
	urls: 'turn:relay.metered.ca:80',
	username: 'e7b2d4b8a1c3f5e9d7a2',
	credential: 'hK9mNpQrStUvWxYz'
	},
	{
	urls: 'turns:relay.metered.ca:443?transport=tcp',
	username: 'e7b2d4b8a1c3f5e9d7a2',
	credential: 'hK9mNpQrStUvWxYz'
	}
	],
	iceCandidatePoolSize: 10,
	iceTransportPolicy: forceRelay ? 'relay' : 'all' // 'relay' forces TURN only
	});

	if (forceRelay) {
	console.log('[RTC] RELAY MODE: Forcing TURN servers only');
	}

	pc.ontrack = (event) => {
	console.log('[RTC] Got track:', event.track.kind, event.streams);
	if (event.track.kind === 'video') {
	console.log('[RTC] Setting video srcObject');
	rtcVideo.srcObject = event.streams[0];
	rtcVideo.play().catch(e => console.log('[RTC] Video play error:', e));
	rtcStatus.className = 'status-dot streaming';

	// Demo: track first video frame rendered
	if (isDemoMode) {
	let lastFrameTime = null;
	let frameIndex = 0;

	// Use requestVideoFrameCallback if available (Chrome 83+)
	if ('requestVideoFrameCallback' in HTMLVideoElement.prototype) {
	const trackFrame = (now, metadata) => {
	const currentTime = Date.now();

	if (frameIndex === 0 && demoMetrics.audioSentTime) {
	demoMetrics.firstVideoFrameTime = currentTime;
	console.log('[DEMO] First VIDEO FRAME rendered at', currentTime - demoMetrics.audioSentTime, 'ms');
	}

	// Track frame timing for stutter detection
	if (lastFrameTime) {
	const gap = currentTime - lastFrameTime;
	demoMetrics.frameTimings.push(gap);

	// Detect stutter (gap > 100ms = stutter for 30fps video)
	if (gap > 100) {
	demoMetrics.stutterCount++;
	console.log('[DEMO] Stutter detected! Frame', frameIndex, 'gap:', gap, 'ms');
	}

	if (gap > demoMetrics.maxFrameGap) {
	demoMetrics.maxFrameGap = gap;
	}
	}

	lastFrameTime = currentTime;
	frameIndex++;
	demoMetrics.totalFrames = frameIndex;

	// Continue tracking
	rtcVideo.requestVideoFrameCallback(trackFrame);
	};
	rtcVideo.requestVideoFrameCallback(trackFrame);
	} else {
	// Fallback: use loadeddata event
	rtcVideo.onloadeddata = () => {
	if (demoMetrics.audioSentTime && !demoMetrics.firstVideoFrameTime) {
	demoMetrics.firstVideoFrameTime = Date.now();
	console.log('[DEMO] First video data at', demoMetrics.firstVideoFrameTime - demoMetrics.audioSentTime, 'ms');
	}
	};
	}
	}
	}
	};

	pc.oniceconnectionstatechange = () => {
	console.log('[RTC] ICE state:', pc.iceConnectionState);
	};

	pc.onicecandidate = (event) => {
	// ICE candidates handled automatically with trickle ICE
	};

	pc.onconnectionstatechange = () => {
	console.log('[RTC] Connection state:', pc.connectionState);
	if (pc.connectionState === 'connected') {
	rtcStatus.className = 'status-dot connected';
	recordBtn.disabled = false;
	responseText.textContent = 'WebRTC conectado - Pressione e fale';
	} else if (pc.connectionState === 'failed') {
	rtcStatus.className = 'status-dot error';
	responseText.textContent = 'WebRTC falhou - recarregue a página';
	} else if (pc.connectionState === 'connecting') {
	responseText.textContent = 'Conectando WebRTC...';
	}
	};

	// Add transceiver for receiving video
	pc.addTransceiver('video', { direction: 'recvonly' });
	}

	async function sendOffer() {
	console.log('[RTC] sendOffer called, pc:', !!pc, 'ws:', !!ws, 'ws.readyState:', ws?.readyState);
	if (!pc) { console.error('[RTC] No peer connection!'); return; }
	if (!ws \|\| ws.readyState !== WebSocket.OPEN) { console.error('[RTC] WebSocket not open!'); return; }

	try {
	console.log('[RTC] Creating offer...');
	const offer = await pc.createOffer();
	console.log('[RTC] Setting local description...');
	await pc.setLocalDescription(offer);

	// Use trickle ICE: wait a short time for initial candidates, then send
	// This works better through proxies/restrictive NATs
	console.log('[RTC] Gathering ICE candidates (trickle mode)...');

	let candidateCount = 0;
	const gatheringPromise = new Promise(resolve => {
	// Track candidates as they're gathered
	pc.onicecandidate = (event) => {
	if (event.candidate) {
	candidateCount++;
	console.log('[RTC] ICE candidate', candidateCount, ':', event.candidate.type, event.candidate.protocol);
	} else {
	// null candidate means gathering complete
	console.log('[RTC] ICE gathering complete, total candidates:', candidateCount);
	resolve();
	}
	};

	// Also resolve if state changes to complete
	pc.onicegatheringstatechange = () => {
	console.log('[RTC] ICE gathering state:', pc.iceGatheringState);
	if (pc.iceGatheringState === 'complete') resolve();
	};
	});

	// Wait up to 5 seconds for some candidates, but don't block forever
	// TURN candidates can take a while, so we give them some time
	await Promise.race([
	gatheringPromise,
	new Promise(resolve => setTimeout(() => {
	console.log('[RTC] Timeout waiting for ICE, sending with', candidateCount, 'candidates');
	resolve();
	}, 5000))
	]);

	// Send offer with whatever candidates we have
	console.log('[RTC] Sending offer with', candidateCount, 'candidates...');
	ws.send(JSON.stringify({
	type: 'offer',
	sdp: pc.localDescription.sdp
	}));
	console.log('[RTC] Sent offer successfully');
	} catch (e) {
	console.error('[RTC] Offer error:', e);
	}
	}

	async function handleMessage(data) {
	switch (data.type) {
	case 'answer':
	console.log('[RTC] Got answer, setting remote description...');
	await pc.setRemoteDescription(new RTCSessionDescription({
	type: 'answer',
	sdp: data.sdp
	}));
	console.log('[RTC] Remote description set, waiting for connection...');
	break;

	case 'status':
	responseText.textContent = data.message;
	// Demo: first response from server
	if (isDemoMode && demoMetrics.audioSentTime && !demoMetrics.firstResponseTime) {
	demoMetrics.firstResponseTime = Date.now();
	}
	break;

	case 'transcription':
	responseText.textContent = `"${data.text}"`;
	// Demo: transcription arrived
	if (isDemoMode && demoMetrics.audioSentTime) {
	demoMetrics.transcriptionTime = Date.now();
	console.log('[DEMO] Transcription latency:', demoMetrics.transcriptionTime - demoMetrics.audioSentTime, 'ms');
	}
	break;

	case 'response':
	responseText.textContent = data.text;
	// Demo: LLM response arrived
	if (isDemoMode && demoMetrics.audioSentTime) {
	demoMetrics.llmResponseTime = Date.now();
	console.log('[DEMO] LLM response latency:', demoMetrics.llmResponseTime - demoMetrics.audioSentTime, 'ms');
	}
	break;

	case 'audio':
	const basePath = window.location.pathname.replace(/\/$/, '').replace('/rtc', '');
	audioPlayer.src = basePath + data.url;
	audioPlayer.load();
	// Demo: audio URL arrived
	if (isDemoMode && demoMetrics.audioSentTime) {
	demoMetrics.audioUrlTime = Date.now();
	console.log('[DEMO] Audio URL latency:', demoMetrics.audioUrlTime - demoMetrics.audioSentTime, 'ms');
	}
	// Track when audio actually starts playing
	audioPlayer.onplay = () => {
	if (isDemoMode) {
	demoMetrics.audioStartTime = Date.now();
	console.log('[DEMO] Audio started at:', demoMetrics.audioStartTime - demoMetrics.audioSentTime, 'ms');
	// Calculate sync offset
	if (demoMetrics.videoStartTime) {
	demoMetrics.audioVideoSyncOffset = demoMetrics.audioStartTime - demoMetrics.videoStartTime;
	console.log('[DEMO] Audio/Video sync offset:', demoMetrics.audioVideoSyncOffset, 'ms');
	}
	}
	};
	break;

	case 'ws_video_mode':
	useWsVideo = data.enabled;
	console.log('[WS-VIDEO] WebSocket video mode:', useWsVideo ? 'ENABLED' : 'disabled');
	if (useWsVideo) {
	// Show canvas, hide RTC video
	wsVideo.style.display = 'block';
	rtcVideo.style.display = 'none';
	rtcStatus.className = 'status-dot';
	rtcStatus.title = 'Using WebSocket video (WebRTC unavailable)';
	}
	break;

	case 'video_frame':
	// Display frame from WebSocket
	if (useWsVideo) {
	wsVideoImage.onload = function() {
	// Set canvas size to match image on first frame
	if (wsVideo.width !== wsVideoImage.width) {
	wsVideo.width = wsVideoImage.width;
	wsVideo.height = wsVideoImage.height;
	}
	wsVideoCtx.drawImage(wsVideoImage, 0, 0);
	};
	wsVideoImage.src = 'data:image/jpeg;base64,' + data.frame;

	frameCount++;
	statsText.textContent = `${frameCount}/${data.index + 1}`;

	// Track first frame timing for demo
	if (isDemoMode && frameCount === 1 && demoMetrics.audioSentTime && !demoMetrics.firstVideoFrameTime) {
	demoMetrics.firstVideoFrameTime = Date.now();
	console.log('[DEMO] First WS video frame at', demoMetrics.firstVideoFrameTime - demoMetrics.audioSentTime, 'ms');
	}
	}
	break;

	case 'info':
	frameCount = 0;
	startTime = Date.now();
	statsText.textContent = `0/${data.total_frames}`;
	// Show video (RTC or WS canvas), hide idle
	if (useWsVideo) {
	wsVideo.classList.add('active');
	wsVideo.style.display = 'block';
	wsVideo.style.opacity = '1';
	wsVideo.style.zIndex = '10';
	} else {
	rtcVideo.classList.add('active');
	}
	// Start audio when video starts
	audioPlayer.play().catch(e => console.log('[Audio] Autoplay blocked'));
	// Demo: record frame info time and expected frames
	if (isDemoMode && demoMetrics.audioSentTime) {
	demoMetrics.firstFrameInfoTime = Date.now();
	demoMetrics.expectedFrames = data.total_frames;
	demoMetrics.videoStartTime = Date.now();
	console.log('[DEMO] Frame info received at', demoMetrics.firstFrameInfoTime - demoMetrics.audioSentTime, 'ms (expecting', data.total_frames, 'frames)');
	// Calculate sync offset if audio already started
	if (demoMetrics.audioStartTime) {
	demoMetrics.audioVideoSyncOffset = demoMetrics.audioStartTime - demoMetrics.videoStartTime;
	}
	}
	break;

	case 'done':
	const elapsed = Date.now() - startTime;
	latencyEl.textContent = `${elapsed}ms`;
	frameCountEl.textContent = data.total_frames;
	console.log('[Metrics] Server:', data.metrics);
	sessionLogs.push({time: new Date().toISOString(), metrics: data.metrics});
	updateMetrics(data.metrics);
	// Return to idle after a delay
	setTimeout(() => {
	rtcVideo.classList.remove('active');
	// Reset WebSocket video canvas
	if (useWsVideo) {
	wsVideo.style.opacity = '0';
	wsVideo.style.zIndex = '1';
	}
	}, 1000);
	// Demo: export final metrics
	if (isDemoMode) {
	demoMetrics.responseCompleteTime = Date.now();
	demoMetrics.totalFrames = data.total_frames;
	demoMetrics.serverMetrics = data.metrics;
	console.log('[DEMO] Response complete at', demoMetrics.responseCompleteTime - demoMetrics.audioSentTime, 'ms after audio sent');
	exportDemoMetrics({ success: true });
	}
	break;

	case 'pong':
	break;

	case 'error':
	console.error('[WS] Server error:', data.message);
	responseText.textContent = 'Erro: ' + data.message;
	rtcStatus.className = 'status-dot error';
	break;

	default:
	console.log('[WS] Unknown message:', data);
	}
	}

	// Recording
	recordBtn.addEventListener('mousedown', startRecording);
	recordBtn.addEventListener('mouseup', stopRecording);
	recordBtn.addEventListener('touchstart', (e) => { e.preventDefault(); startRecording(); });
	recordBtn.addEventListener('touchend', (e) => { e.preventDefault(); stopRecording(); });

	async function startRecording() {
	if (isRecording) return;
	if (!pc \|\| pc.connectionState !== 'connected') {
	responseText.textContent = 'Aguarde conexão WebRTC...';
	console.warn('[Recording] WebRTC not connected yet');
	return;
	}
	isRecording = true;
	audioChunks = [];
	recordBtn.classList.add('recording');
	responseText.textContent = 'Ouvindo...';

	try {
	const stream = await navigator.mediaDevices.getUserMedia({ audio: true });
	mediaRecorder = new MediaRecorder(stream, { mimeType: 'audio/webm' });

	mediaRecorder.ondataavailable = (e) => {
	if (e.data.size > 0) audioChunks.push(e.data);
	};

	mediaRecorder.start();
	} catch (e) {
	console.error('[Mic] Error:', e);
	isRecording = false;
	recordBtn.classList.remove('recording');
	}
	}

	async function stopRecording() {
	if (!isRecording \|\| !mediaRecorder) return;
	isRecording = false;
	recordBtn.classList.remove('recording');
	responseText.textContent = 'Processando...';

	mediaRecorder.stop();
	mediaRecorder.onstop = async () => {
	const audioBlob = new Blob(audioChunks, { type: 'audio/webm' });
	const reader = new FileReader();
	reader.readAsDataURL(audioBlob);
	reader.onloadend = () => {
	const base64 = reader.result.split(',')[1];
	if (ws && ws.readyState === WebSocket.OPEN) {
	ws.send(JSON.stringify({
	type: 'start',
	audio_base64: base64,
	resolution: 256,
	batch_size: 16
	}));
	}
	};
	mediaRecorder.stream.getTracks().forEach(t => t.stop());
	};
	}

	// Metrics
	function toggleMetrics() {
	metricsPanel.classList.toggle('visible');
	}

	function updateMetrics(serverMetrics) {
	let html = '<b>Server (ms):</b><br>';
	if (serverMetrics && serverMetrics.timings) {
	for (const [k, v] of Object.entries(serverMetrics.timings)) {
	html += `${k}: ${v}ms<br>`;
	}
	}
	metricsContent.innerHTML = html;
	}

	// Demo mode functions
	async function startDemoMode() {
	if (!isDemoMode) return;
	console.log('[DEMO] Demo mode enabled, waiting for RTC connection...');
	responseText.textContent = '[DEMO] Aguardando conexão...';

	// Wait for RTC connection
	const waitForConnection = () => new Promise((resolve, reject) => {
	const timeout = setTimeout(() => reject(new Error('RTC connection timeout')), 30000);
	const check = () => {
	if (pc && pc.connectionState === 'connected') {
	clearTimeout(timeout);
	resolve();
	} else {
	setTimeout(check, 100);
	}
	};
	check();
	});

	try {
	await waitForConnection();
	demoMetrics.rtcConnectTime = Date.now();
	console.log('[DEMO] RTC connected in', demoMetrics.rtcConnectTime - demoMetrics.pageLoadTime, 'ms');

	// Wait 2 seconds then send demo audio
	responseText.textContent = '[DEMO] Enviando áudio em 2s...';
	await new Promise(r => setTimeout(r, 2000));

	await sendDemoAudio();
	} catch (e) {
	console.error('[DEMO] Error:', e);
	exportDemoMetrics({ error: e.message });
	}
	}

	async function sendDemoAudio() {
	console.log('[DEMO] Sending demo audio...');
	responseText.textContent = '[DEMO] Enviando áudio...';

	// Generate a simple test audio (sine wave saying "Olá" encoded)
	// For real testing, we'll fetch a pre-recorded audio file
	const basePath = window.location.pathname.replace(/\/$/, '').replace('/rtc', '');

	try {
	// Try to fetch demo audio file, or generate synthetic audio
	let audioBase64;
	try {
	const response = await fetch(basePath + '/static/demo_audio.webm');
	if (response.ok) {
	const blob = await response.blob();
	audioBase64 = await blobToBase64(blob);
	} else {
	audioBase64 = await generateSyntheticAudio();
	}
	} catch {
	audioBase64 = await generateSyntheticAudio();
	}

	demoMetrics.audioSentTime = Date.now();

	if (ws && ws.readyState === WebSocket.OPEN) {
	ws.send(JSON.stringify({
	type: 'start',
	audio_base64: audioBase64,
	resolution: 256,
	batch_size: 16
	}));
	console.log('[DEMO] Audio sent at', demoMetrics.audioSentTime - demoMetrics.pageLoadTime, 'ms');
	}
	} catch (e) {
	console.error('[DEMO] Failed to send audio:', e);
	exportDemoMetrics({ error: 'Failed to send audio: ' + e.message });
	}
	}

	function blobToBase64(blob) {
	return new Promise((resolve) => {
	const reader = new FileReader();
	reader.onloadend = () => resolve(reader.result.split(',')[1]);
	reader.readAsDataURL(blob);
	});
	}

	async function generateSyntheticAudio() {
	// Generate a short synthetic audio (WebM with silence + tone)
	// This creates a valid WebM audio that the server can process
	const audioContext = new (window.AudioContext \|\| window.webkitAudioContext)();
	const sampleRate = audioContext.sampleRate;
	const duration = 1.5; // 1.5 seconds
	const buffer = audioContext.createBuffer(1, sampleRate * duration, sampleRate);
	const data = buffer.getChannelData(0);

	// Generate a simple tone (like someone saying "Olá")
	for (let i = 0; i < data.length; i++) {
	const t = i / sampleRate;
	// Simple envelope and frequency modulation to simulate speech
	const envelope = Math.sin(Math.PI * t / duration);
	const freq = 200 + 100 * Math.sin(2 * Math.PI * 2 * t);
	data[i] = envelope * 0.3 * Math.sin(2 * Math.PI * freq * t);
	}

	// Record to WebM using MediaRecorder
	const dest = audioContext.createMediaStreamDestination();
	const source = audioContext.createBufferSource();
	source.buffer = buffer;
	source.connect(dest);
	source.start();

	const recorder = new MediaRecorder(dest.stream, { mimeType: 'audio/webm' });
	const chunks = [];

	return new Promise((resolve) => {
	recorder.ondataavailable = (e) => chunks.push(e.data);
	recorder.onstop = async () => {
	const blob = new Blob(chunks, { type: 'audio/webm' });
	resolve(await blobToBase64(blob));
	};
	recorder.start();
	setTimeout(() => recorder.stop(), duration * 1000 + 100);
	});
	}

	function exportDemoMetrics(extra = {}) {
	// Calculate average frame gap
	if (demoMetrics.frameTimings.length > 0) {
	const sum = demoMetrics.frameTimings.reduce((a, b) => a + b, 0);
	demoMetrics.avgFrameGap = Math.round(sum / demoMetrics.frameTimings.length);
	}

	// Calculate dropped frames (expected - received)
	if (demoMetrics.expectedFrames > 0) {
	demoMetrics.droppedFrames = Math.max(0, demoMetrics.expectedFrames - demoMetrics.totalFrames);
	}

	const audioSent = demoMetrics.audioSentTime;

	const metrics = {
	...extra,
	timestamp: new Date().toISOString(),

	// === LATÊNCIA DE RESPOSTA (métrica principal) ===
	// Tempo entre enviar áudio e começar a receber resposta (áudio+vídeo)
	// Conversa humana natural: ~250ms
	responseLatency: audioSent && demoMetrics.firstFrameInfoTime
	? demoMetrics.firstFrameInfoTime - audioSent : null,

	// === LATÊNCIAS DETALHADAS (a partir do envio do áudio) ===
	latency: {
	// Tempo até primeira resposta do servidor
	toFirstResponse: audioSent && demoMetrics.firstResponseTime
	? demoMetrics.firstResponseTime - audioSent : null,
	// Tempo até transcrição (STT completo)
	toTranscription: audioSent && demoMetrics.transcriptionTime
	? demoMetrics.transcriptionTime - audioSent : null,
	// Tempo até resposta do LLM (texto da resposta pronto)
	toLLMResponse: audioSent && demoMetrics.llmResponseTime
	? demoMetrics.llmResponseTime - audioSent : null,
	// Tempo até URL do áudio (TTS completo)
	toAudioUrl: audioSent && demoMetrics.audioUrlTime
	? demoMetrics.audioUrlTime - audioSent : null,
	// * LATÊNCIA DE RESPOSTA: quando áudio+vídeo começam *
	toFirstPlayback: audioSent && demoMetrics.firstFrameInfoTime
	? demoMetrics.firstFrameInfoTime - audioSent : null,
	// Tempo até primeiro frame de vídeo renderizado
	toFirstVideoFrame: audioSent && demoMetrics.firstVideoFrameTime
	? demoMetrics.firstVideoFrameTime - audioSent : null,
	// Tempo total até completar
	toComplete: audioSent && demoMetrics.responseCompleteTime
	? demoMetrics.responseCompleteTime - audioSent : null
	},

	// === QUALIDADE DO VÍDEO ===
	videoQuality: {
	totalFrames: demoMetrics.totalFrames,
	expectedFrames: demoMetrics.expectedFrames,
	droppedFrames: demoMetrics.droppedFrames,
	dropRate: demoMetrics.expectedFrames > 0
	? ((demoMetrics.droppedFrames / demoMetrics.expectedFrames) * 100).toFixed(1) + '%' : null,
	stutterCount: demoMetrics.stutterCount,
	maxFrameGap: demoMetrics.maxFrameGap,
	avgFrameGap: demoMetrics.avgFrameGap,
	isSmooth: demoMetrics.stutterCount === 0 && demoMetrics.maxFrameGap < 100
	},

	// === SINCRONIZAÇÃO ÁUDIO/VÍDEO ===
	sync: {
	audioStartLatency: audioSent && demoMetrics.audioStartTime
	? demoMetrics.audioStartTime - audioSent : null,
	videoStartLatency: audioSent && demoMetrics.videoStartTime
	? demoMetrics.videoStartTime - audioSent : null,
	audioVideoOffset: demoMetrics.audioVideoSyncOffset,
	isSynced: demoMetrics.audioVideoSyncOffset !== null
	? Math.abs(demoMetrics.audioVideoSyncOffset) < 100 : null
	},

	// === CONEXÃO ===
	connection: {
	wsConnectTime: demoMetrics.wsConnectTime ? demoMetrics.wsConnectTime - demoMetrics.pageLoadTime : null,
	rtcConnectTime: demoMetrics.rtcConnectTime ? demoMetrics.rtcConnectTime - demoMetrics.pageLoadTime : null
	},

	// === MÉTRICAS DO SERVIDOR ===
	serverMetrics: demoMetrics.serverMetrics,

	// === AVALIAÇÃO ===
	evaluation: {
	humanLatencyBenchmark: 250, // ms - conversa humana natural
	responseLatency: audioSent && demoMetrics.firstFrameInfoTime
	? demoMetrics.firstFrameInfoTime - audioSent : null,
	latencyRatio: audioSent && demoMetrics.firstFrameInfoTime
	? parseFloat(((demoMetrics.firstFrameInfoTime - audioSent) / 250).toFixed(1)) : null,
	latencyGrade: (() => {
	const lat = audioSent && demoMetrics.firstFrameInfoTime
	? demoMetrics.firstFrameInfoTime - audioSent : null;
	if (!lat) return 'N/A';
	if (lat <= 500) return 'A'; // Excelente
	if (lat <= 1000) return 'B'; // Bom
	if (lat <= 2000) return 'C'; // Aceitável
	if (lat <= 3000) return 'D'; // Ruim
	return 'F'; // Inaceitável
	})(),
	isAcceptable: audioSent && demoMetrics.firstFrameInfoTime
	? (demoMetrics.firstFrameInfoTime - audioSent) <= 2000 : false
	},

	// === RESULTADO ===
	success: extra.success \|\| false,
	error: extra.error \|\| null,
	conversationFluid: demoMetrics.stutterCount === 0
	&& audioSent && demoMetrics.firstFrameInfoTime
	&& (demoMetrics.firstFrameInfoTime - audioSent) < 3000 // < 3s para primeiro frame
	&& (demoMetrics.audioVideoSyncOffset === null \|\| Math.abs(demoMetrics.audioVideoSyncOffset) < 200)
	};

	console.log('[DEMO] === METRICS ===');
	console.log(JSON.stringify(metrics, null, 2));

	// Expose globally for Playwright to read
	window.__DEMO_METRICS__ = metrics;

	// Calcular avaliação da latência
	const humanLatency = 250; // ms - latência natural conversa humana
	const latencyRatio = metrics.responseLatency ? (metrics.responseLatency / humanLatency).toFixed(1) : 'N/A';
	const latencyGrade = metrics.responseLatency
	? (metrics.responseLatency <= 500 ? 'A' :
	metrics.responseLatency <= 1000 ? 'B' :
	metrics.responseLatency <= 2000 ? 'C' :
	metrics.responseLatency <= 3000 ? 'D' : 'F')
	: 'N/A';

	// Create summary for display
	const summary = `
	╔════════════════════════════════════════════════════════════╗
	║ LATÊNCIA DE RESPOSTA (áudio enviado → resposta começa) ║
	╠════════════════════════════════════════════════════════════╣
	║ >>> ${metrics.responseLatency \|\| 'N/A'} ms <<< ║
	║ ║
	║ Referência conversa humana: 250 ms ║
	║ Razão: ${latencyRatio}x mais lento que humano ║
	║ Nota: ${latencyGrade} ║
	╚════════════════════════════════════════════════════════════╝

	=== BREAKDOWN DA LATÊNCIA ===
	Transcrição (STT): ${metrics.latency.toTranscription \|\| 'N/A'} ms
	Resposta LLM: ${metrics.latency.toLLMResponse \|\| 'N/A'} ms
	Síntese Voz (TTS): ${metrics.latency.toAudioUrl \|\| 'N/A'} ms
	Primeiro Playback: ${metrics.latency.toFirstPlayback \|\| 'N/A'} ms
	Total Completo: ${metrics.latency.toComplete \|\| 'N/A'} ms

	=== QUALIDADE DO VÍDEO ===
	Frames: ${metrics.videoQuality.totalFrames}/${metrics.videoQuality.expectedFrames}
	Travamentos: ${metrics.videoQuality.stutterCount}
	Max gap: ${metrics.videoQuality.maxFrameGap} ms
	Fluido: ${metrics.videoQuality.isSmooth ? '✓ SIM' : '✗ NÃO'}

	=== SINCRONIZAÇÃO ===
	Offset A/V: ${metrics.sync.audioVideoOffset \|\| 'N/A'} ms
	Sincronizado: ${metrics.sync.isSynced ? '✓ SIM' : '✗ NÃO'}

	=== RESULTADO FINAL ===
	Conversa Fluida: ${metrics.conversationFluid ? '✓ SIM' : '✗ NÃO'}
	`;

	// Also log to a special element for easy extraction
	let metricsEl = document.getElementById('demo-metrics-output');
	if (!metricsEl) {
	metricsEl = document.createElement('pre');
	metricsEl.id = 'demo-metrics-output';
	metricsEl.style.cssText = 'position:fixed;bottom:0;left:0;right:0;background:#000;color:#0f0;font-size:10px;padding:5px;max-height:200px;overflow:auto;z-index:9999;';
	document.body.appendChild(metricsEl);
	}
	metricsEl.textContent = summary + '\n\nJSON:\n' + JSON.stringify(metrics, null, 2);

	return metrics;
	}

	// Start
	init();

	// Start demo mode after init
	if (isDemoMode) {
	console.log('[DEMO] Demo mode detected, will auto-start');
	startDemoMode();
	}
	</script>
	</body>
	</html>