File size: 1,645 Bytes
613af8d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
var factory = require('../bindings/javascript/whisper.js')

factory().then(function(whisper) {
    var fs = require('fs');

    // to avoid reading WAV files and depending on some 3rd-party package, we read
    // 32-bit float PCM directly. to genereate it:
    //
    //   $ ffmpeg -i samples/jfk.wav -f f32le -acodec pcm_f32le samples/jfk.pcmf32
    //
    let fname_wav   = "../samples/jfk.pcmf32";
    let fname_model = "../models/ggml-base.en.bin";

    // init whisper
    {
        // read binary data from file
        var model_data = fs.readFileSync(fname_model);
        if (model_data == null) {
            console.log("whisper: failed to read model file");
            process.exit(1);
        }

        // write binary data to WASM memory
        whisper.FS_createDataFile("/", "whisper.bin", model_data, true, true);

        // init the model
        var ret = whisper.init("whisper.bin");
        if (ret == false) {
            console.log('whisper: failed to init');
            process.exit(1);
        }
    }

    // transcribe wav file
    {
        // read raw binary data
        var pcm_data = fs.readFileSync(fname_wav);
        if (pcm_data == null) {
            console.log("whisper: failed to read wav file");
            process.exit(1);
        }

        // convert to 32-bit float array
        var pcm = new Float32Array(pcm_data.buffer);

        // transcribe
        var ret = whisper.full_default(pcm, "en", false);
        if (ret != 0) {
            console.log("whisper: failed to transcribe");
            process.exit(1);
        }
    }

    // free memory
    {
        whisper.free();
    }
});