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generative_model_interface.h
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generative_model_interface.h
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/*
* Copyright 2021 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef LYRA_CODEC_GENERATIVE_MODEL_INTERFACE_H_
#define LYRA_CODEC_GENERATIVE_MODEL_INTERFACE_H_
#include <cstdint>
#include <vector>
#include "absl/types/optional.h"
namespace chromemedia {
namespace codec {
// An interface to abstract the audio generation from the model
// implementation.
class GenerativeModelInterface {
public:
virtual ~GenerativeModelInterface() {}
// Converts the features obtained from a packet into the format the model
// expects.
virtual void AddFeatures(const std::vector<float>& features) = 0;
// Runs the model and generates |num_samples| audio samples.
// Returns a vector of audio samples on success. Returns a nullopt on failure.
virtual absl::optional<std::vector<int16_t>> GenerateSamples(
int num_samples) = 0;
// Clears any information about previous frames stored by the model.
virtual void Reset() {}
#ifdef BENCHMARK
// Returns amount of time elapsed between start and end of each conditioning
// stack run.
std::vector<int64_t> conditioning_timings_microsecs() {
return conditioning_timings_microsecs_;
}
// Returns amount of time elapsed between start and end of each model run.
std::vector<int64_t> model_timings_microsecs() {
return model_timings_microsecs_;
}
protected:
std::vector<int64_t> conditioning_timings_microsecs_;
std::vector<int64_t> model_timings_microsecs_;
#endif // BENCHMARK
};
} // namespace codec
} // namespace chromemedia
#endif // LYRA_CODEC_GENERATIVE_MODEL_INTERFACE_H_