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*
* Copyright (c) 2019-2026 Axera Semiconductor (Ningbo) Co., Ltd. All Rights Reserved.
*
* This source file is the property of Axera Semiconductor (Ningbo) Co., Ltd. and
* may not be copied or distributed in any isomorphic form without the prior
* written consent of Axera Semiconductor (Ningbo) Co., Ltd.
*
**************************************************************************************************/
#include "g2p/EspeakG2P.hpp"
#include "utils/logger.h"
#include "utils/string_utils.hpp"
#include <algorithm>
#include <cstdlib>
#include <unordered_map>
thread_local int32_t EspeakG2P::instance_counter_ = 0;
std::mutex EspeakG2P::global_espeak_mutex_;
E2M_Type EspeakG2P::E2M_ = {
{ R"(ʔˌn\u0329)", "tn" },
{ R"(ʔn\u0329)", "tn" },
{ R"(ʔn)", "tn" },
{ R"(ʔ)", "t" },
{ R"(aɪ)", "I" },
{ R"(aʊ)", "W" },
{ R"(dʒ)", "ʤ" },
{ R"(eɪ)", "A" },
{ R"(e)", "A" },
{ R"(tʃ)", "ʧ" },
{ R"(ɔɪ)", "Y" },
{ R"(əl)", "ᵊl" },
{ R"(ʲo)", "jo" },
{ R"(ʲə)", "jə" },
{ R"(ʲ)", "" },
{ R"(ɚ)", "əɹ" },
{ R"(r)", "ɹ" },
{ R"(x)", "k" },
{ R"(ç)", "k" },
{ R"(ɐ)", "ə" },
{ R"(ɬ)", "l" },
{ R"(\u0303)", "" },
{ R"(oʊ)", "O" },
{ R"(ɜːɹ)", "ɜɹ" },
{ R"(ɜː)", "ɜɹ" },
{ R"(ɪə)", "iə" },
{ R"(ː)", "" }
};
static uint32_t utf8_char_to_cp_(const std::string& c) {
if (c.empty()) return 0;
const unsigned char* p = reinterpret_cast<const unsigned char*>(c.data());
if ((p[0] & 0x80) == 0x00) return p[0];
if ((p[0] & 0xE0) == 0xC0 && c.size() >= 2) return ((p[0] & 0x1F) << 6) | (p[1] & 0x3F);
if ((p[0] & 0xF0) == 0xE0 && c.size() >= 3) return ((p[0] & 0x0F) << 12) | ((p[1] & 0x3F) << 6) | (p[2] & 0x3F);
if ((p[0] & 0xF8) == 0xF0 && c.size() >= 4) return ((p[0] & 0x07) << 18) | ((p[1] & 0x3F) << 12) | ((p[2] & 0x3F) << 6) | (p[3] & 0x3F);
return 0;
}
static std::string cp_to_utf8_(uint32_t cp) {
std::string out;
if (cp <= 0x7F) {
out.push_back(static_cast<char>(cp));
} else if (cp <= 0x7FF) {
out.push_back(static_cast<char>(0xC0 | ((cp >> 6) & 0x1F)));
out.push_back(static_cast<char>(0x80 | (cp & 0x3F)));
} else if (cp <= 0xFFFF) {
out.push_back(static_cast<char>(0xE0 | ((cp >> 12) & 0x0F)));
out.push_back(static_cast<char>(0x80 | ((cp >> 6) & 0x3F)));
out.push_back(static_cast<char>(0x80 | (cp & 0x3F)));
} else {
out.push_back(static_cast<char>(0xF0 | ((cp >> 18) & 0x07)));
out.push_back(static_cast<char>(0x80 | ((cp >> 12) & 0x3F)));
out.push_back(static_cast<char>(0x80 | ((cp >> 6) & 0x3F)));
out.push_back(static_cast<char>(0x80 | (cp & 0x3F)));
}
return out;
}
static std::string normalize_ja_kana_char_(const std::string& c) {
uint32_t cp = utf8_char_to_cp_(c);
// Full-width katakana -> hiragana
if (cp >= 0x30A1 && cp <= 0x30FA) {
return cp_to_utf8_(cp - 0x60);
}
// Katakana iteration marks -> hiragana iteration marks
if (cp == 0x30FD) return cp_to_utf8_(0x309D);
if (cp == 0x30FE) return cp_to_utf8_(0x309E);
return c;
}
static bool is_ja_punct_or_space_(const std::string& c) {
static const std::unordered_map<std::string, int> k = {
{" ",1}, {"\t",1}, {"\n",1}, {"\r",1},
{"。",1}, {"、",1}, {",",1}, {".",1},
{"!",1}, {"?",1}, {":",1}, {";",1}, {"…",1},
{".",1}, {",",1}, {"!",1}, {"?",1}, {":",1}, {";",1},
{"「",1}, {"」",1}, {"『",1}, {"』",1}, {"(",1}, {")",1},
{"(",1}, {")",1}, {"-",1}, {"〜",1}
};
return k.find(c) != k.end();
}
static bool is_small_kana_(const std::string& c) {
static const std::unordered_map<std::string, int> k = {
{"ぁ",1}, {"ぃ",1}, {"ぅ",1}, {"ぇ",1}, {"ぉ",1},
{"ゃ",1}, {"ゅ",1}, {"ょ",1}, {"ゎ",1}
};
return k.find(c) != k.end();
}
static const std::unordered_map<std::string, std::string>& ja_kana_map_() {
static const std::unordered_map<std::string, std::string> k = {
{"あ","a"},{"い","i"},{"う","u"},{"え","e"},{"お","o"},
{"か","ka"},{"き","ki"},{"く","ku"},{"け","ke"},{"こ","ko"},
{"さ","sa"},{"し","ɕi"},{"す","su"},{"せ","se"},{"そ","so"},
{"た","ta"},{"ち","ʧi"},{"つ","ʦu"},{"て","te"},{"と","to"},
{"な","na"},{"に","ni"},{"ぬ","nu"},{"ね","ne"},{"の","no"},
{"は","ha"},{"ひ","hi"},{"ふ","ɸu"},{"へ","he"},{"ほ","ho"},
{"ま","ma"},{"み","mi"},{"む","mu"},{"め","me"},{"も","mo"},
{"や","ja"},{"ゆ","ju"},{"よ","jo"},
{"ら","ɾa"},{"り","ɾi"},{"る","ɾu"},{"れ","ɾe"},{"ろ","ɾo"},
{"わ","wa"},{"を","o"},
{"が","ɡa"},{"ぎ","ɡi"},{"ぐ","ɡu"},{"げ","ɡe"},{"ご","ɡo"},
{"ざ","za"},{"じ","ʥi"},{"ず","zu"},{"ぜ","ze"},{"ぞ","zo"},
{"だ","da"},{"ぢ","ʥi"},{"づ","zu"},{"で","de"},{"ど","do"},
{"ば","ba"},{"び","bi"},{"ぶ","bu"},{"べ","be"},{"ぼ","bo"},
{"ぱ","pa"},{"ぴ","pi"},{"ぷ","pu"},{"ぺ","pe"},{"ぽ","po"},
{"ゔ","vu"},{"ゐ","wi"},{"ゑ","we"},
{"ぁ","a"},{"ぃ","i"},{"ぅ","u"},{"ぇ","e"},{"ぉ","o"},
{"きゃ","kja"},{"きゅ","kju"},{"きょ","kjo"},
{"しゃ","ɕa"},{"しゅ","ɕu"},{"しょ","ɕo"},{"しぇ","ɕe"},
{"ちゃ","ʧa"},{"ちゅ","ʧu"},{"ちょ","ʧo"},{"ちぇ","ʧe"},
{"にゃ","nja"},{"にゅ","nju"},{"にょ","njo"},
{"ひゃ","hja"},{"ひゅ","hju"},{"ひょ","hjo"},
{"みゃ","mja"},{"みゅ","mju"},{"みょ","mjo"},
{"りゃ","ɾja"},{"りゅ","ɾju"},{"りょ","ɾjo"},
{"ぎゃ","ɡja"},{"ぎゅ","ɡju"},{"ぎょ","ɡjo"},
{"じゃ","ʥa"},{"じゅ","ʥu"},{"じょ","ʥo"},{"じぇ","ʥe"},
{"びゃ","bja"},{"びゅ","bju"},{"びょ","bjo"},
{"ぴゃ","pja"},{"ぴゅ","pju"},{"ぴょ","pjo"},
{"てぃ","ti"},{"でぃ","di"},{"とぅ","tu"},{"どぅ","du"},
{"ふぁ","ɸa"},{"ふぃ","ɸi"},{"ふぇ","ɸe"},{"ふぉ","ɸo"},
{"うぃ","wi"},{"うぇ","we"},{"うぉ","wo"},
{"つぁ","ʦa"},{"つぃ","ʦi"},{"つぇ","ʦe"},{"つぉ","ʦo"},
{"ゔぁ","va"},{"ゔぃ","vi"},{"ゔぇ","ve"},{"ゔぉ","vo"}
};
return k;
}
static std::string first_symbol_(const std::string& ph) {
auto chars = utils::split_utf8(ph);
if (chars.empty()) return "";
return chars[0];
}
static bool is_vowel_symbol_(const std::string& c) {
return c == "a" || c == "i" || c == "u" || c == "e" || c == "o";
}
static std::string nasal_for_next_(const std::string& next_ph) {
std::string f = first_symbol_(next_ph);
if (f == "b" || f == "p" || f == "m") return "m";
if (f == "k" || f == "ɡ") return "ŋ";
return "n";
}
static char tail_vowel_(const std::string& ph) {
for (int i = (int)ph.size() - 1; i >= 0; --i) {
char c = ph[i];
if (c == 'a' || c == 'i' || c == 'u' || c == 'e' || c == 'o') return c;
}
return 0;
}
static std::string kana_to_phonemes_ja_light_(const std::string& input, bool& ok) {
ok = true;
const auto& m = ja_kana_map_();
auto raw = utils::split_utf8(input);
std::vector<std::string> chars;
chars.reserve(raw.size());
for (const auto& c : raw) {
chars.emplace_back(normalize_ja_kana_char_(c));
}
std::string out;
out.reserve(input.size() * 2);
bool geminate = false;
char last_vowel = 0;
auto append_space = [&]() {
if (!out.empty() && out.back() != ' ') out.push_back(' ');
};
for (size_t i = 0; i < chars.size(); ++i) {
const std::string& c = chars[i];
if (is_ja_punct_or_space_(c)) {
append_space();
geminate = false;
continue;
}
if (c == "っ") {
geminate = true;
continue;
}
if (c == "ー") {
if (last_vowel != 0) out.push_back(last_vowel);
continue;
}
if (c == "ん") {
std::string next_ph;
for (size_t j = i + 1; j < chars.size(); ++j) {
if (is_ja_punct_or_space_(chars[j]) || chars[j] == "ー") continue;
if (chars[j] == "っ") continue;
std::string key = chars[j];
if (j + 1 < chars.size() && is_small_kana_(chars[j + 1])) {
std::string key2 = chars[j] + chars[j + 1];
auto it2 = m.find(key2);
if (it2 != m.end()) key = key2;
}
auto itn = m.find(key);
if (itn != m.end()) next_ph = itn->second;
break;
}
out += nasal_for_next_(next_ph);
geminate = false;
last_vowel = 0;
continue;
}
std::string key = c;
if (i + 1 < chars.size() && is_small_kana_(chars[i + 1])) {
std::string key2 = c + chars[i + 1];
auto it2 = m.find(key2);
if (it2 != m.end()) {
key = key2;
i++;
}
}
auto it = m.find(key);
if (it == m.end()) {
ok = false;
return std::string();
}
const std::string& ph = it->second;
if (geminate) {
std::string f = first_symbol_(ph);
if (!is_vowel_symbol_(f) && f != "n" && f != "m" && f != "ŋ") {
out += "Q";
}
geminate = false;
}
out += ph;
char v = tail_vowel_(ph);
if (v != 0) last_vowel = v;
}
return utils::strip(out);
}
std::string EspeakG2P::run(const std::string& input_text, const std::string& language, int& err) {
std::lock_guard<std::mutex> lock(global_espeak_mutex_);
// Reset voice properties every run to avoid carrying over settings between languages.
memset(&voice_properties_, 0, sizeof(voice_properties_));
bool is_ja = (language == "ja" || language.rfind("ja-", 0) == 0 || language.rfind("ja_", 0) == 0);
if (is_ja) {
voice_properties_.languages = "ja";
voice_properties_.gender = 2;
voice_properties_.age = 0;
voice_properties_.variant = 0;
voice_properties_.name = NULL;
} else {
voice_properties_.languages = language.c_str();
}
err = espeak_SetVoiceByProperties(&voice_properties_);
if (err != EE_OK) {
ALOGE("espeak_SetVoiceByProperties failed! language is %s", language.c_str());
return std::string("");
}
// 0x02 means IPA, ('_' << 8) means using _ as seperator
int phonememode = 0x02 | ('_' << 8);
std::string phonemes;
phonemes.reserve(input_text.length() * 2);
if (is_ja) {
bool converted = false;
phonemes = kana_to_phonemes_ja_light_(input_text, converted);
if (!converted || phonemes.empty()) {
const std::string& seg = input_text;
const char* text_ptr = seg.c_str();
const char* text_end = seg.c_str() + seg.length();
int iteration = 0;
while (text_ptr && *text_ptr && text_ptr < text_end) {
const char* before_ptr = text_ptr;
const char* out_ptr = espeak_TextToPhonemes(
reinterpret_cast<const void **>(&text_ptr), espeakCHARS_UTF8, phonememode);
if (out_ptr) {
if (iteration > 0 && !phonemes.empty()) {
phonemes.append(" ");
}
phonemes.append(out_ptr);
}
if (text_ptr == before_ptr) {
ALOGW("espeak_TextToPhonemes did not advance pointer, breaking to avoid infinite loop");
if (*text_ptr) text_ptr++;
}
if (++iteration > 100) {
ALOGE("Too many iterations in phonemize, breaking");
break;
}
}
}
} else {
// 分割标点
auto line_marks = _phonemize_preprocess(input_text);
for (size_t i = 0; i < line_marks.size(); i++) {
const std::string& seg = line_marks[i].first;
const char* text_ptr = seg.c_str();
while (text_ptr != NULL) {
const char* out_ptr = espeak_TextToPhonemes(
reinterpret_cast<const void **>(&text_ptr), espeakCHARS_AUTO, phonememode);
phonemes.append(out_ptr);
}
// 添加回标点
phonemes.append(line_marks[i].second);
// 断句之间添加空格
if (i < line_marks.size() - 1) {
phonemes.append(std::string(" "));
}
}
}
// 后处理, 替换部分音素使其更自然
if (is_ja) {
// For Japanese, keep raw espeak phonemes as much as possible (kokoro vocab is IPA-like),
// and only normalize known OOV codepoints that can break long-sentence synthesis.
phonemes.erase(std::remove(phonemes.begin(), phonemes.end(), '_'), phonemes.end());
std::string norm;
auto chars = utils::split_utf8(phonemes);
norm.reserve(phonemes.size());
for (const auto& c : chars) {
// Drop combining diacritics (U+0300..U+036F). They are OOV in kokoro vocab
// and otherwise get silently skipped later, hurting pronunciation stability.
if (c.size() == 2) {
unsigned char b0 = static_cast<unsigned char>(c[0]);
unsigned char b1 = static_cast<unsigned char>(c[1]);
if ((b0 == 0xCC && b1 >= 0x80 && b1 <= 0xBF) ||
(b0 == 0xCD && b1 >= 0x80 && b1 <= 0xAF)) {
continue;
}
}
// Map precomposed nasal vowels that espeak may output in long Japanese to plain vowels.
// These are not in kokoro vocab and will otherwise be silently skipped.
if (c == "ũ") { norm += "u"; continue; }
if (c == "õ") { norm += "o"; continue; }
if (c == "ã") { norm += "a"; continue; }
if (c == "ẽ") { norm += "e"; continue; }
if (c == "ĩ") { norm += "i"; continue; }
// Map Japanese voiced alveolo-palatal fricative (ʑ) to a close affricate token (ʥ) in vocab.
if (c == "ʑ") { norm += "ʥ"; continue; }
// Some espeak voices emit fronted vowels for Japanese; map to basic vowels.
if (c == "ä") { norm += "a"; continue; }
if (c == "ö") { norm += "o"; continue; }
if (c == "ü") { norm += "u"; continue; }
norm += c;
}
phonemes.swap(norm);
} else {
_phonemize_postprocess(phonemes);
}
return phonemes;
}
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