/**
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* Copyright (c) 2022 Xiaomi Corporation (authors: Fangjun Kuang)
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*
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* See LICENSE for clarification regarding multiple authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include "kaldi-native-fbank/python/csrc/online-feature.h"
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#include <string>
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#include <vector>
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#include "kaldi-native-fbank/csrc/online-feature.h"
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namespace knf {
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template <typename C>
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void PybindOnlineFeatureTpl(py::module &m, // NOLINT
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const std::string &class_name,
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const std::string &class_help_doc = "") {
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using PyClass = OnlineGenericBaseFeature<C>;
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using Options = typename C::Options;
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py::class_<PyClass>(m, class_name.c_str(), class_help_doc.c_str())
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.def(py::init<const Options &>(), py::arg("opts"))
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.def_property_readonly("dim", &PyClass::Dim)
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.def_property_readonly("frame_shift_in_seconds",
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&PyClass::FrameShiftInSeconds)
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.def_property_readonly("num_frames_ready", &PyClass::NumFramesReady)
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.def("is_last_frame", &PyClass::IsLastFrame, py::arg("frame"))
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.def(
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"get_frame",
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[](py::object obj, int32_t frame) {
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auto *self = obj.cast<PyClass *>();
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const float *f = self->GetFrame(frame);
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return py::array_t<float>({self->Dim()}, // shape
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{sizeof(float)}, // stride in bytes
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f, // ptr
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obj); // it will increase the reference
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// count of **this** vector
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},
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py::arg("frame"))
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.def(
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"accept_waveform",
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[](PyClass &self, float sampling_rate,
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const std::vector<float> &waveform) {
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self.AcceptWaveform(sampling_rate, waveform.data(),
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waveform.size());
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},
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py::arg("sampling_rate"), py::arg("waveform"),
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py::call_guard<py::gil_scoped_release>())
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.def("input_finished", &PyClass::InputFinished);
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}
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void PybindOnlineFeature(py::module &m) { // NOLINT
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PybindOnlineFeatureTpl<FbankComputer>(m, "OnlineFbank");
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}
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} // namespace knf
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