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deepgram-common-errors【开发与工程】Diagnose and fix common Deepgram errors and issues. Use when troubleshooting Deepgram API errors, debugging transcription failures, or resolving integration issues. Trigger with phrases like "deepgram error", "deepgram not working", "fix deepgram", "deepgram troubleshoot", "transcription failed".
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Comprehensive guide to diagnosing and fixing common Deepgram integration errors.
# Test API connectivity
curl -X POST 'https://api.deepgram.com/v1/listen?model=nova-2' \
-H "Authorization: Token $DEEPGRAM_API_KEY" \
-H "Content-Type: audio/wav" \
--data-binary @test.wav
{"err_code": "INVALID_AUTH", "err_msg": "Invalid credentials"}
Causes:
Solutions:
# Check API key is set
echo $DEEPGRAM_API_KEY
# Verify API key format (should start with valid prefix)
# Test with curl
curl -X GET 'https://api.deepgram.com/v1/projects' \
-H "Authorization: Token $DEEPGRAM_API_KEY"
{"err_code": "ACCESS_DENIED", "err_msg": "Access denied"}
Causes:
Solutions:
{"err_code": "BAD_REQUEST", "err_msg": "Audio could not be processed"}
Causes:
Solutions:
// Validate audio before sending
import { createClient } from '@deepgram/sdk';
import { readFileSync, statSync } from 'fs';
function validateAudioFile(filePath: string): boolean {
const stats = statSync(filePath);
// Check file size (minimum 100 bytes, maximum 2GB)
if (stats.size < 100 || stats.size > 2 * 1024 * 1024 * 1024) {
console.error('Invalid file size');
return false;
}
// Check file header for valid audio format
const buffer = readFileSync(filePath, { length: 12 });
const header = buffer.toString('hex', 0, 4);
const validHeaders = {
'52494646': 'WAV', // RIFF
'fff3': 'MP3', // MP3
'fff2': 'MP3',
'fffb': 'MP3',
'664c6143': 'FLAC', // fLaC
'4f676753': 'OGG', // OggS
};
return Object.keys(validHeaders).some(h => header.startsWith(h));
}
{"err_code": "PAYLOAD_TOO_LARGE", "err_msg": "Audio file exceeds size limit"}
Solutions:
// Split large files
import { exec } from 'child_process';
import { promisify } from 'util';
const execAsync = promisify(exec);
async function splitAudio(inputPath: string, chunkDuration: number = 300) {
const outputPattern = inputPath.replace('.wav', '_chunk_%03d.wav');
await execAsync(
`ffmpeg -i ${inputPath} -f segment -segment_time ${chunkDuration} ` +
`-c copy ${outputPattern}`
);
}
{"err_code": "RATE_LIMIT_EXCEEDED", "err_msg": "Rate limit exceeded"}
Solutions:
// Implement rate limiting
class RateLimiter {
private queue: Array<() => Promise<void>> = [];
private processing = false;
private lastRequest = 0;
private minInterval = 100; // ms between requests
async add<T>(fn: () => Promise<T>): Promise<T> {
return new Promise((resolve, reject) => {
this.queue.push(async () => {
const now = Date.now();
const elapsed = now - this.lastRequest;
if (elapsed < this.minInterval) {
await new Promise(r => setTimeout(r, this.minInterval - elapsed));
}
try {
this.lastRequest = Date.now();
resolve(await fn());
} catch (error) {
reject(error);
}
});
this.process();
});
}
private async process() {
if (this.processing) return;
this.processing = true;
while (this.queue.length > 0) {
const fn = this.queue.shift()!;
await fn();
}
this.processing = false;
}
}
Error: WebSocket connection failed
Causes:
Solutions:
// Test WebSocket connectivity
async function testWebSocketConnection() {
const ws = new WebSocket('wss://api.deepgram.com/v1/listen', {
headers: {
Authorization: `Token ${process.env.DEEPGRAM_API_KEY}`,
},
});
return new Promise((resolve, reject) => {
ws.onopen = () => {
console.log('WebSocket connected');
ws.close();
resolve(true);
};
ws.onerror = (error) => {
console.error('WebSocket error:', error);
reject(error);
};
setTimeout(() => reject(new Error('Connection timeout')), 10000);
});
}
Error: WebSocket closed unexpectedly
Solutions:
// Implement keep-alive
class DeepgramWebSocket {
private keepAliveInterval: NodeJS.Timeout | null = null;
start() {
// Send keep-alive every 10 seconds
this.keepAliveInterval = setInterval(() => {
if (this.connection?.readyState === WebSocket.OPEN) {
this.connection.send(JSON.stringify({ type: 'KeepAlive' }));
}
}, 10000);
}
stop() {
if (this.keepAliveInterval) {
clearInterval(this.keepAliveInterval);
}
}
}
Diagnostic Steps:
// Debug transcription
async function debugTranscription(audioPath: string) {
const client = createClient(process.env.DEEPGRAM_API_KEY!);
const { result, error } = await client.listen.prerecorded.transcribeFile(
readFileSync(audioPath),
{
model: 'nova-2',
smart_format: true,
// Enable all debug features
alternatives: 3,
words: true,
utterances: true,
}
);
if (error) {
console.error('Error:', error);
return;
}
// Check confidence scores
const alt = result.results.channels[0].alternatives[0];
console.log('Confidence:', alt.confidence);
console.log('Word count:', alt.words?.length);
console.log('Low confidence words:', alt.words?.filter(w => w.confidence < 0.7));
}
| HTTP Code | Error Code | Common Cause | Solution |
|---|---|---|---|
| 400 | BAD_REQUEST | Invalid audio format | Check audio encoding |
| 401 | INVALID_AUTH | Missing/invalid API key | Verify API key |
| 403 | ACCESS_DENIED | Permission denied | Check account permissions |
| 404 | NOT_FOUND | Invalid endpoint | Check API URL |
| 413 | PAYLOAD_TOO_LARGE | File too large | Split audio file |
| 429 | RATE_LIMIT_EXCEEDED | Too many requests | Implement backoff |
| 500 | INTERNAL_ERROR | Server error | Retry with backoff |
| 503 | SERVICE_UNAVAILABLE | Service down | Check status page |
Proceed to deepgram-debug-bundle for collecting debug evidence.