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lyra_config.h
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lyra_config.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_LYRA_CONFIG_H_
#define LYRA_CODEC_LYRA_CONFIG_H_
#include <algorithm>
#include <cmath>
#include <fstream>
#include <iterator>
#include "glog/logging.h"
#include "google/protobuf/text_format.h"
#include "absl/base/attributes.h"
#include "absl/status/status.h"
#include "absl/strings/str_format.h"
#include "absl/strings/string_view.h"
#include "include/ghc/filesystem.hpp"
#include "lyra_config.pb.h"
namespace chromemedia {
namespace codec {
// This file is reserved for non-configurable values needed by both the decoder
// and encoder. What those non-configurable values are depends on which project
// is chosen to be compiled. As a result, a struct holding the configuration
// data is defined to ensure each new target added and each new configuration
// element is explicitly defined.
ABSL_CONST_INIT extern const int kVersionMajor;
ABSL_CONST_INIT extern const int kVersionMinor;
ABSL_CONST_INIT extern const int kVersionMicro;
ABSL_CONST_INIT extern const int kNumFeatures;
ABSL_CONST_INIT extern const int kNumExpectedOutputFeatures;
ABSL_CONST_INIT extern const int kNumChannels;
ABSL_CONST_INIT extern const int kFrameRate; // Frames sent per second.
ABSL_CONST_INIT extern const int kFrameOverlapFactor;
ABSL_CONST_INIT extern const int kNumFramesPerPacket;
ABSL_CONST_INIT extern const int kPacketSize;
ABSL_CONST_INIT extern const int kBitrate;
inline constexpr int kSupportedSampleRates[] = {8000, 16000, 32000, 48000};
inline constexpr int kInternalSampleRateHz = 16000;
inline constexpr int kNumQuantizationBits = 120;
inline constexpr absl::string_view kAssets[] = {
"lyra_16khz_ar_to_gates_bias.raw.gz",
"lyra_16khz_ar_to_gates_mask.raw.gz",
"lyra_16khz_ar_to_gates_weights.raw.gz",
"lyra_16khz_conditioning_stack_0_bias.raw.gz",
"lyra_16khz_conditioning_stack_0_mask.raw.gz",
"lyra_16khz_conditioning_stack_0_weights.raw.gz",
"lyra_16khz_conditioning_stack_1_bias.raw.gz",
"lyra_16khz_conditioning_stack_1_mask.raw.gz",
"lyra_16khz_conditioning_stack_1_weights.raw.gz",
"lyra_16khz_conditioning_stack_2_bias.raw.gz",
"lyra_16khz_conditioning_stack_2_mask.raw.gz",
"lyra_16khz_conditioning_stack_2_weights.raw.gz",
"lyra_16khz_conv1d_bias.raw.gz",
"lyra_16khz_conv1d_mask.raw.gz",
"lyra_16khz_conv1d_weights.raw.gz",
"lyra_16khz_conv_cond_bias.raw.gz",
"lyra_16khz_conv_cond_mask.raw.gz",
"lyra_16khz_conv_cond_weights.raw.gz",
"lyra_16khz_conv_to_gates_bias.raw.gz",
"lyra_16khz_conv_to_gates_mask.raw.gz",
"lyra_16khz_conv_to_gates_weights.raw.gz",
"lyra_16khz_gru_layer_bias.raw.gz",
"lyra_16khz_gru_layer_mask.raw.gz",
"lyra_16khz_gru_layer_weights.raw.gz",
"lyra_16khz_means_bias.raw.gz",
"lyra_16khz_means_mask.raw.gz",
"lyra_16khz_means_weights.raw.gz",
"lyra_16khz_mix_bias.raw.gz",
"lyra_16khz_mix_mask.raw.gz",
"lyra_16khz_mix_weights.raw.gz",
"lyra_16khz_proj_bias.raw.gz",
"lyra_16khz_proj_mask.raw.gz",
"lyra_16khz_proj_weights.raw.gz",
"lyra_16khz_quant_codebook_dimensions.gz",
"lyra_16khz_quant_code_vectors.gz",
"lyra_16khz_quant_mean_vectors.gz",
"lyra_16khz_quant_transmat.gz",
"lyra_16khz_scales_bias.raw.gz",
"lyra_16khz_scales_mask.raw.gz",
"lyra_16khz_scales_weights.raw.gz",
"lyra_16khz_transpose_0_bias.raw.gz",
"lyra_16khz_transpose_0_mask.raw.gz",
"lyra_16khz_transpose_0_weights.raw.gz",
"lyra_16khz_transpose_1_bias.raw.gz",
"lyra_16khz_transpose_1_mask.raw.gz",
"lyra_16khz_transpose_1_weights.raw.gz",
"lyra_16khz_transpose_2_bias.raw.gz",
"lyra_16khz_transpose_2_mask.raw.gz",
"lyra_16khz_transpose_2_weights.raw.gz"};
inline constexpr absl::string_view kLyraConfigProto = "lyra_config.textproto";
inline bool IsSampleRateSupported(int sample_rate_hz) {
return std::find(std::begin(kSupportedSampleRates),
std::end(kSupportedSampleRates),
sample_rate_hz) != std::end(kSupportedSampleRates);
}
inline absl::Status AreParamsSupported(
int sample_rate_hz, int num_channels, int bitrate,
const ghc::filesystem::path& model_path) {
if (!IsSampleRateSupported(sample_rate_hz)) {
return absl::InvalidArgumentError(absl::StrFormat(
"Sample rate %d Hz is not supported by codec.", sample_rate_hz));
}
if (num_channels != kNumChannels) {
return absl::InvalidArgumentError(absl::StrFormat(
"Number of channels %d is not supported by codec. It needs to be %d.",
num_channels, kNumChannels));
}
if (bitrate != kBitrate) {
return absl::InvalidArgumentError(absl::StrFormat(
"Bitrate %d bps is not supported by codec. It needs to be %d bps.",
bitrate, kBitrate));
}
for (auto asset : kAssets) {
std::error_code error;
const bool exists =
ghc::filesystem::exists(model_path / std::string(asset), error);
if (error) {
return absl::UnknownError(
absl::StrFormat("Error when probing for asset %s in %s: %s", asset,
model_path, error.message()));
}
if (!exists) {
return absl::InvalidArgumentError(
absl::StrFormat("Asset %s does not exist in %s.", asset, model_path));
}
}
const ghc::filesystem::path lyra_config_proto =
model_path / std::string(kLyraConfigProto);
std::error_code error;
const bool exists = ghc::filesystem::exists(lyra_config_proto, error);
if (error) {
return absl::UnknownError(
absl::StrFormat("Error when probing for asset %s: %s",
lyra_config_proto, error.message()));
}
third_party::lyra_codec::LyraConfig lyra_config;
if (exists) {
std::ifstream lyra_config_stream(lyra_config_proto.string());
const std::string lyra_config_string{
std::istreambuf_iterator<char>(lyra_config_stream),
std::istreambuf_iterator<char>()};
// Even though LyraConfig is a subclass of Message, the reinterpreting is
// necessary for the mobile proto library.
if (!google::protobuf::TextFormat::ParseFromString(
lyra_config_string,
reinterpret_cast<google::protobuf::Message*>(&lyra_config))) {
return absl::UnknownError(absl::StrFormat(
"Error when parsing %s: %s", lyra_config_proto, error.message()));
}
}
if (lyra_config.identifier() != kVersionMinor) {
return absl::InvalidArgumentError(absl::StrFormat(
"Weights identifier (%d) is not compatible with code identifier (%d).",
lyra_config.identifier(), kVersionMinor));
}
return absl::OkStatus();
}
// Returns a string of form "|kVersionMajor|.|kVersionMinor|.|kVersionMicro|".
const std::string& GetVersionString();
// Functions to get values depending on sample rate.
inline int GetNumSamplesPerHop(int sample_rate_hz) {
CHECK_EQ(sample_rate_hz % kFrameRate, 0);
return sample_rate_hz / kFrameRate;
}
inline int GetNumSamplesPerFrame(int sample_rate_hz) {
CHECK_EQ(sample_rate_hz % kFrameRate, 0);
return kFrameOverlapFactor * (sample_rate_hz / kFrameRate);
}
inline int GetInternalSampleRate(int external_sample_rate_hz) {
return kInternalSampleRateHz;
}
inline int ConvertNumSamplesBetweenSampleRate(int source_num_samples,
int source_sample_rate,
int target_sample_rate) {
return static_cast<int>(std::ceil(static_cast<float>(source_num_samples) *
static_cast<float>(target_sample_rate) /
static_cast<float>(source_sample_rate)));
}
} // namespace codec
} // namespace chromemedia
#endif // LYRA_CODEC_LYRA_CONFIG_H_