Compare commits
1 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 91066e070f |
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@ztimson/ai-utils",
|
||||
"version": "0.7.9",
|
||||
"version": "0.7.10",
|
||||
"description": "AI Utility library",
|
||||
"author": "Zak Timson",
|
||||
"license": "MIT",
|
||||
|
||||
29
src/audio.ts
29
src/audio.ts
@@ -1,6 +1,6 @@
|
||||
import {execSync, spawn} from 'node:child_process';
|
||||
import {mkdtempSync, rmSync} from 'node:fs';
|
||||
import fs from 'node:fs/promises';
|
||||
import {mkdtempSync} from 'node:fs';
|
||||
import fs, {rm} from 'node:fs/promises';
|
||||
import {tmpdir} from 'node:os';
|
||||
import Path, {join} from 'node:path';
|
||||
import {AbortablePromise, Ai} from './ai.ts';
|
||||
@@ -40,6 +40,7 @@ print(json.dumps(segments))
|
||||
this.downloadAsrModel(opts.model).then(m => {
|
||||
let output = '';
|
||||
const args = [opts.diarization ? '-owts' : '-nt', '-m', m, '-f', file];
|
||||
console.log(<string>this.ai.options.whisper + ' ' + args.join(' '))
|
||||
proc = spawn(<string>this.ai.options.whisper, args, {stdio: ['ignore', 'pipe', 'ignore']});
|
||||
proc.on('error', (err: Error) => reject(err));
|
||||
proc.stdout.on('data', (data: Buffer) => output += data.toString());
|
||||
@@ -76,13 +77,10 @@ print(json.dumps(segments))
|
||||
if(aborted) return;
|
||||
if(!p && !p3) throw new Error('Pyannote is not installed: pip install pyannote.audio');
|
||||
const binary = p3 ? 'python3' : 'python';
|
||||
let tmp: string | null = null;
|
||||
return new Promise((resolve, reject) => {
|
||||
tmp = join(mkdtempSync(join(tmpdir(), 'audio-')), 'converted.wav');
|
||||
execSync(`ffmpeg -i "${file}" -ar 16000 -ac 1 -f wav "${tmp}"`, { stdio: 'ignore' });
|
||||
if(aborted) return;
|
||||
let output = '';
|
||||
const proc = spawn(binary, ['-c', this.pyannote, tmp]);
|
||||
const proc = spawn(binary, ['-c', this.pyannote, file]);
|
||||
proc.stdout.on('data', (data: Buffer) => output += data.toString());
|
||||
proc.stderr.on('data', (data: Buffer) => console.error(data.toString()));
|
||||
proc.on('close', (code: number) => {
|
||||
@@ -95,7 +93,7 @@ print(json.dumps(segments))
|
||||
});
|
||||
proc.on('error', reject);
|
||||
abort = () => proc.kill('SIGTERM');
|
||||
}).finally(() => { if(tmp) rmSync(Path.dirname(tmp), { recursive: true, force: true }); });
|
||||
});
|
||||
}));
|
||||
return <any>Object.assign(p, {abort});
|
||||
}
|
||||
@@ -129,17 +127,22 @@ print(json.dumps(segments))
|
||||
asr(file: string, options: { model?: string; diarization?: boolean | 'id' } = {}): AbortablePromise<string | null> {
|
||||
if(!this.ai.options.whisper) throw new Error('Whisper not configured');
|
||||
|
||||
const transcript = this.runAsr(file, {model: options.model, diarization: !!options.diarization});
|
||||
const diarization: any = options.diarization ? this.runDiarization(file) : Promise.resolve(null);
|
||||
const abort = () => {
|
||||
const tmp = join(mkdtempSync(join(tmpdir(), 'audio-')), 'converted.wav');
|
||||
execSync(`ffmpeg -i "${file}" -ar 16000 -ac 1 -f wav "${tmp}"`, { stdio: 'ignore' });
|
||||
const clean = () => rm(Path.dirname(tmp), { recursive: true, force: true }).catch(() => {});
|
||||
const transcript = this.runAsr(tmp, {model: options.model, diarization: !!options.diarization});
|
||||
const diarization: any = options.diarization ? this.runDiarization(tmp) : Promise.resolve(null);
|
||||
let aborted = false, abort = () => {
|
||||
aborted = true;
|
||||
transcript.abort();
|
||||
diarization?.abort?.();
|
||||
clean();
|
||||
};
|
||||
|
||||
const response = Promise.all([transcript, diarization]).then(async ([t, d]) => {
|
||||
if(!options.diarization) return t;
|
||||
if(aborted || !options.diarization) return t;
|
||||
t = this.combineSpeakerTranscript(t, d);
|
||||
if(options.diarization === 'id') {
|
||||
if(!aborted && options.diarization === 'id') {
|
||||
if(!this.ai.language.defaultModel) throw new Error('Configure an LLM for advanced ASR speaker detection');
|
||||
let chunks = this.ai.language.chunk(t, 500, 0);
|
||||
if(chunks.length > 4) chunks = [...chunks.slice(0, 3), <string>chunks.at(-1)];
|
||||
@@ -150,7 +153,7 @@ print(json.dumps(segments))
|
||||
Object.entries(names).forEach(([speaker, name]) => t = t.replaceAll(`[Speaker ${speaker}]`, `[${name}]`));
|
||||
}
|
||||
return t;
|
||||
});
|
||||
}).finally(() => clean());
|
||||
return <any>Object.assign(response, {abort});
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user