speaker-embedding-manager.cc
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// sherpa-onnx/python/csrc/speaker-embedding-manager.cc
//
// Copyright (c) 2023 Xiaomi Corporation
#include "sherpa-onnx/python/csrc/speaker-embedding-manager.h"
#include <string>
#include <vector>
#include "sherpa-onnx/csrc/speaker-embedding-manager.h"
namespace sherpa_onnx {
void PybindSpeakerEmbeddingManager(py::module *m) {
using PyClass = SpeakerEmbeddingManager;
py::class_<PyClass>(*m, "SpeakerEmbeddingManager")
.def(py::init<int32_t>(), py::arg("dim"),
py::call_guard<py::gil_scoped_release>())
.def_property_readonly("num_speakers", &PyClass::NumSpeakers)
.def_property_readonly("dim", &PyClass::Dim)
.def_property_readonly("all_speakers", &PyClass::GetAllSpeakers)
.def(
"__contains__",
[](const PyClass &self, const std::string &name) -> bool {
return self.Contains(name);
},
py::arg("name"), py::call_guard<py::gil_scoped_release>())
.def(
"add",
[](const PyClass &self, const std::string &name,
const std::vector<float> &v) -> bool {
return self.Add(name, v.data());
},
py::arg("name"), py::arg("v"),
py::call_guard<py::gil_scoped_release>())
.def(
"add",
[](const PyClass &self, const std::string &name,
const std::vector<std::vector<float>> &embedding_list) -> bool {
return self.Add(name, embedding_list);
},
py::arg("name"), py::arg("embedding_list"),
py::call_guard<py::gil_scoped_release>())
.def(
"remove",
[](const PyClass &self, const std::string &name) -> bool {
return self.Remove(name);
},
py::arg("name"), py::call_guard<py::gil_scoped_release>())
.def(
"search",
[](const PyClass &self, const std::vector<float> &v, float threshold)
-> std::string { return self.Search(v.data(), threshold); },
py::arg("v"), py::arg("threshold"),
py::call_guard<py::gil_scoped_release>())
.def(
"verify",
[](const PyClass &self, const std::string &name,
const std::vector<float> &v, float threshold) -> bool {
return self.Verify(name, v.data(), threshold);
},
py::arg("name"), py::arg("v"), py::arg("threshold"),
py::call_guard<py::gil_scoped_release>())
.def(
"score",
[](const PyClass &self, const std::string &name,
const std::vector<float> &v) -> float {
return self.Score(name, v.data());
},
py::arg("name"), py::arg("v"),
py::call_guard<py::gil_scoped_release>());
}
} // namespace sherpa_onnx