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server : add fields to verbose_json
response (#1802)
* server: include additional fields in the verbose_json response as OpenAI does * server: show request examples on home page * server: todo note for compression_ratio and no_speech_prob * server: add simple demo form to the homepage
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@ -543,7 +543,76 @@ int main(int argc, char ** argv) {
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{"Access-Control-Allow-Origin", "*"},
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{"Access-Control-Allow-Headers", "content-type"}});
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std::string const default_content = "<html>hello</html>";
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std::string const default_content = R"(
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<html>
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<head>
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<title>Whisper.cpp Server</title>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width">
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<style>
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body {
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font-family: sans-serif;
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}
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form {
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display: flex;
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flex-direction: column;
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align-items: flex-start;
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}
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label {
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margin-bottom: 0.5rem;
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}
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input, select {
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margin-bottom: 1rem;
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}
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button {
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margin-top: 1rem;
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}
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</style>
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</head>
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<body>
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<h1>Whisper.cpp Server</h1>
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<h2>/inference</h2>
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<pre>
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curl 127.0.0.1:)" + std::to_string(sparams.port) + R"(/inference \
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-H "Content-Type: multipart/form-data" \
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-F file="@<file-path>" \
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-F temperature="0.0" \
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-F temperature_inc="0.2" \
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-F response_format="json"
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</pre>
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<h2>/load</h2>
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<pre>
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curl 127.0.0.1:)" + std::to_string(sparams.port) + R"(/load \
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-H "Content-Type: multipart/form-data" \
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-F model="<path-to-model-file>"
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</pre>
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<div>
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<h2>Try it out</h2>
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<form action="/inference" method="POST" enctype="multipart/form-data">
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<label for="file">Choose an audio file:</label>
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<input type="file" id="file" name="file" accept="audio/*" required><br>
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<label for="temperature">Temperature:</label>
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<input type="number" id="temperature" name="temperature" value="0.0" step="0.01" placeholder="e.g., 0.0"><br>
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<label for="response_format">Response Format:</label>
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<select id="response_format" name="response_format">
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<option value="verbose_json">Verbose JSON</option>
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<option value="json">JSON</option>
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<option value="text">Text</option>
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<option value="srt">SRT</option>
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<option value="vtt">VTT</option>
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</select><br>
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<button type="submit">Submit</button>
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</form>
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</div>
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</body>
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</html>
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)";
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// store default params so we can reset after each inference request
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whisper_params default_params = params;
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@ -787,7 +856,13 @@ int main(int argc, char ** argv) {
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} else if (params.response_format == vjson_format) {
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/* try to match openai/whisper's Python format */
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std::string results = output_str(ctx, params, pcmf32s);
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json jres = json{{"text", results}};
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json jres = json{
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{"task", params.translate ? "translate" : "transcribe"},
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{"language", whisper_lang_str_full(whisper_full_lang_id(ctx))},
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{"duration", float(pcmf32.size())/WHISPER_SAMPLE_RATE},
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{"text", results},
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{"segments", json::array()}
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};
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const int n_segments = whisper_full_n_segments(ctx);
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for (int i = 0; i < n_segments; ++i)
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{
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@ -801,6 +876,7 @@ int main(int argc, char ** argv) {
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segment["end"] = whisper_full_get_segment_t1(ctx, i) * 0.01;
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}
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float total_logprob = 0;
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const int n_tokens = whisper_full_n_tokens(ctx, i);
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for (int j = 0; j < n_tokens; ++j) {
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whisper_token_data token = whisper_full_get_token_data(ctx, i, j);
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@ -815,8 +891,17 @@ int main(int argc, char ** argv) {
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word["end"] = token.t1 * 0.01;
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}
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word["probability"] = token.p;
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total_logprob += token.plog;
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segment["words"].push_back(word);
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}
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segment["temperature"] = params.temperature;
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segment["avg_logprob"] = total_logprob / n_tokens;
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// TODO compression_ratio and no_speech_prob are not implemented yet
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// segment["compression_ratio"] = 0;
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// segment["no_speech_prob"] = 0;
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jres["segments"].push_back(segment);
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}
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res.set_content(jres.dump(-1, ' ', false, json::error_handler_t::replace),
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