piper-phonemize-lexicon.cc
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// sherpa-onnx/csrc/piper-phonemize-lexicon.cc
//
// Copyright (c) 2022-2023 Xiaomi Corporation
#include "sherpa-onnx/csrc/piper-phonemize-lexicon.h"
#include <codecvt>
#include <fstream>
#include <locale>
#include <map>
#include <mutex> // NOLINT
#include <sstream>
#include <string>
#include <utility>
#include <vector>
#if __ANDROID_API__ >= 9
#include <strstream>
#include "android/asset_manager.h"
#include "android/asset_manager_jni.h"
#endif
#include "espeak-ng/speak_lib.h"
#include "phoneme_ids.hpp"
#include "phonemize.hpp"
#include "sherpa-onnx/csrc/macros.h"
#include "sherpa-onnx/csrc/onnx-utils.h"
namespace sherpa_onnx {
static std::unordered_map<char32_t, int32_t> ReadTokens(std::istream &is) {
std::wstring_convert<std::codecvt_utf8<char32_t>, char32_t> conv;
std::unordered_map<char32_t, int32_t> token2id;
std::string line;
std::string sym;
std::u32string s;
int32_t id;
while (std::getline(is, line)) {
std::istringstream iss(line);
iss >> sym;
if (iss.eof()) {
id = atoi(sym.c_str());
sym = " ";
} else {
iss >> id;
}
// eat the trailing \r\n on windows
iss >> std::ws;
if (!iss.eof()) {
SHERPA_ONNX_LOGE("Error when reading tokens: %s", line.c_str());
exit(-1);
}
s = conv.from_bytes(sym);
if (s.size() != 1) {
SHERPA_ONNX_LOGE("Error when reading tokens at Line %s. size: %d",
line.c_str(), static_cast<int32_t>(s.size()));
exit(-1);
}
char32_t c = s[0];
if (token2id.count(c)) {
SHERPA_ONNX_LOGE("Duplicated token %s. Line %s. Existing ID: %d",
sym.c_str(), line.c_str(), token2id.at(c));
exit(-1);
}
token2id.insert({c, id});
}
return token2id;
}
// see the function "phonemes_to_ids" from
// https://github.com/rhasspy/piper/blob/master/notebooks/piper_inference_(ONNX).ipynb
static std::vector<int64_t> PhonemesToIds(
const std::unordered_map<char32_t, int32_t> &token2id,
const std::vector<piper::Phoneme> &phonemes) {
// see
// https://github.com/rhasspy/piper-phonemize/blob/master/src/phoneme_ids.hpp#L17
int32_t pad = token2id.at(U'_');
int32_t bos = token2id.at(U'^');
int32_t eos = token2id.at(U'$');
std::vector<int64_t> ans;
ans.reserve(phonemes.size());
ans.push_back(bos);
for (auto p : phonemes) {
if (token2id.count(p)) {
ans.push_back(token2id.at(p));
ans.push_back(pad);
} else {
SHERPA_ONNX_LOGE("Skip unkown phonemes. Unicode codepoint: \\U+%04x.", p);
}
}
ans.push_back(eos);
return ans;
}
void InitEspeak(const std::string &data_dir) {
static std::once_flag init_flag;
std::call_once(init_flag, [data_dir]() {
int32_t result =
espeak_Initialize(AUDIO_OUTPUT_SYNCHRONOUS, 0, data_dir.c_str(), 0);
if (result != 22050) {
SHERPA_ONNX_LOGE(
"Failed to initialize espeak-ng with data dir: %s. Return code is: "
"%d",
data_dir.c_str(), result);
exit(-1);
}
});
}
PiperPhonemizeLexicon::PiperPhonemizeLexicon(const std::string &tokens,
const std::string &data_dir)
: data_dir_(data_dir) {
{
std::ifstream is(tokens);
token2id_ = ReadTokens(is);
}
InitEspeak(data_dir_);
}
#if __ANDROID_API__ >= 9
PiperPhonemizeLexicon::PiperPhonemizeLexicon(AAssetManager *mgr,
const std::string &tokens,
const std::string &data_dir) {
{
auto buf = ReadFile(mgr, tokens);
std::istrstream is(buf.data(), buf.size());
token2id_ = ReadTokens(is);
}
// We should copy the directory of espeak-ng-data from the asset to
// some internal or external storage and then pass the directory to data_dir.
InitEspeak(data_dir_);
}
#endif
std::vector<std::vector<int64_t>> PiperPhonemizeLexicon::ConvertTextToTokenIds(
const std::string &text, const std::string &voice /*= ""*/) const {
piper::eSpeakPhonemeConfig config;
// ./bin/espeak-ng-bin --path ./install/share/espeak-ng-data/ --voices
// to list available voices
config.voice = voice; // e.g., voice is en-us
std::vector<std::vector<piper::Phoneme>> phonemes;
piper::phonemize_eSpeak(text, config, phonemes);
std::vector<std::vector<int64_t>> ans;
std::vector<int64_t> phoneme_ids;
for (const auto &p : phonemes) {
phoneme_ids = PhonemesToIds(token2id_, p);
ans.push_back(std::move(phoneme_ids));
}
return ans;
}
} // namespace sherpa_onnx