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feat: expose language detection probabilities to server example #3044

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Apr 28, 2025
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feat: expose language detection probabilities to server example #3044

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6f5c781
feat: expose language detection probabilities to server.cpp
sachaarbonel Apr 14, 2025
46021af
feat: enhance language detection output in server.cpp
sachaarbonel Apr 28, 2025
c59b8b5
Remove empty spaces.
sachaarbonel Apr 28, 2025
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21 changes: 21 additions & 0 deletions examples/server/server.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -919,13 +919,34 @@ int main(int argc, char ** argv) {
} else if (params.response_format == vjson_format) {
/* try to match openai/whisper's Python format */
std::string results = output_str(ctx, params, pcmf32s);

// Get language probabilities
std::vector<float> lang_probs(whisper_lang_max_id() + 1, 0.0f);
const auto detected_lang_id = whisper_lang_auto_detect(ctx, 0, params.n_threads, lang_probs.data());

json jres = json{
{"task", params.translate ? "translate" : "transcribe"},
{"language", whisper_lang_str_full(whisper_full_lang_id(ctx))},
{"duration", float(pcmf32.size())/WHISPER_SAMPLE_RATE},
{"text", results},
{"segments", json::array()}
};

// Always include language detection info
json lang_info = json::object();
// Include the probability of the detected language
lang_info["probability"] = lang_probs[detected_lang_id];

// Add all language probabilities
json all_lang_probs = json::object();
for (int i = 0; i <= whisper_lang_max_id(); ++i) {
if (lang_probs[i] > 0.001f) { // Only include non-negligible probabilities
all_lang_probs[whisper_lang_str(i)] = lang_probs[i];
}
}
lang_info["language_probabilities"] = all_lang_probs;
jres["language_detection"] = lang_info;

const int n_segments = whisper_full_n_segments(ctx);
for (int i = 0; i < n_segments; ++i)
{
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