MNN/source/shape/ShapeStft.cpp

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2024-12-19 16:20:00 +08:00
//
// ShapeStft.cpp
// MNN
//
// Created by MNN on 2024/11/26.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifdef MNN_BUILD_AUDIO
#include "shape/SizeComputer.hpp"
#include "core/Macro.h"
#include "core/TensorUtils.hpp"
namespace MNN {
class StftOpComputer : public SizeComputer {
virtual bool onComputeSize(const MNN::Op* op, const std::vector<Tensor*>& inputs,
const std::vector<Tensor*>& outputs) const override {
int sample_length = inputs[0]->elementSize();
auto stft = op->main_as_StftParam();
bool abs = stft->abs();
int n_fft = stft->n_fft();
int hop_length = stft->hop_length();
int frames = (sample_length - n_fft) / hop_length + 1;
// Scalar
outputs[0]->buffer().dimensions = 2;
outputs[0]->setLength(0, frames);
outputs[0]->setLength(1, n_fft / 2 + 1);
outputs[0]->buffer().type = inputs[0]->getType();
TensorUtils::getDescribe(outputs[0])->dimensionFormat = TensorUtils::getDescribe(inputs[0])->dimensionFormat;
return true;
}
};
REGISTER_SHAPE_AUDIO(StftOpComputer, OpType_Stft);
} // namespace MNN
#endif // MNN_BUILD_AUDIO