add text chunking for long-form generation (Fixes #4)

This commit is contained in:
ANLGBOY
2025-11-19 18:08:30 +09:00
parent d31536d9fc
commit c31b6745e4
30 changed files with 1813 additions and 102 deletions

View File

@@ -5,6 +5,7 @@
#include <algorithm>
#include <random>
#include <sstream>
#include <regex>
#include <nlohmann/json.hpp>
using json = nlohmann::json;
@@ -155,7 +156,7 @@ void TextToSpeech::sampleNoisyLatent(
}
}
TextToSpeech::SynthesisResult TextToSpeech::call(
TextToSpeech::SynthesisResult TextToSpeech::_infer(
Ort::MemoryInfo& memory_info,
const std::vector<std::string>& text_list,
const Style& style,
@@ -364,6 +365,52 @@ TextToSpeech::SynthesisResult TextToSpeech::call(
return result;
}
TextToSpeech::SynthesisResult TextToSpeech::call(
Ort::MemoryInfo& memory_info,
const std::string& text,
const Style& style,
int total_step,
float silence_duration
) {
if (style.getTtlShape()[0] != 1) {
throw std::runtime_error("Single speaker text to speech only supports single style");
}
auto text_list = chunkText(text);
std::vector<float> wav_cat;
float dur_cat = 0.0f;
for (const auto& chunk : text_list) {
auto result = _infer(memory_info, {chunk}, style, total_step);
if (wav_cat.empty()) {
wav_cat = result.wav;
dur_cat = result.duration[0];
} else {
int silence_len = static_cast<int>(silence_duration * sample_rate_);
std::vector<float> silence(silence_len, 0.0f);
wav_cat.insert(wav_cat.end(), silence.begin(), silence.end());
wav_cat.insert(wav_cat.end(), result.wav.begin(), result.wav.end());
dur_cat += result.duration[0] + silence_duration;
}
}
SynthesisResult final_result;
final_result.wav = wav_cat;
final_result.duration = {dur_cat};
return final_result;
}
TextToSpeech::SynthesisResult TextToSpeech::batch(
Ort::MemoryInfo& memory_info,
const std::vector<std::string>& text_list,
const Style& style,
int total_step
) {
return _infer(memory_info, text_list, style, total_step);
}
// ============================================================================
// Utility functions
// ============================================================================
@@ -712,3 +759,92 @@ std::string sanitizeFilename(const std::string& text, int max_len) {
}
return result;
}
// ============================================================================
// Chunk text
// ============================================================================
static std::string trim(const std::string& str) {
size_t start = 0;
while (start < str.size() && std::isspace(static_cast<unsigned char>(str[start]))) {
start++;
}
size_t end = str.size();
while (end > start && std::isspace(static_cast<unsigned char>(str[end - 1]))) {
end--;
}
return str.substr(start, end - start);
}
std::vector<std::string> chunkText(const std::string& text, int max_len) {
std::vector<std::string> chunks;
// Split by paragraph (two or more newlines)
std::regex paragraph_regex(R"(\n\s*\n+)");
std::sregex_token_iterator iter(text.begin(), text.end(), paragraph_regex, -1);
std::sregex_token_iterator end;
std::vector<std::string> paragraphs;
for (; iter != end; ++iter) {
std::string para = trim(*iter);
if (!para.empty()) {
paragraphs.push_back(para);
}
}
// Split by sentence boundaries, excluding abbreviations
// This is a simplified version - C++ negative lookbehind is more complex
std::regex sentence_regex(R"([.!?]\s+)");
for (const auto& paragraph : paragraphs) {
std::sregex_token_iterator sent_iter(paragraph.begin(), paragraph.end(), sentence_regex, -1);
std::sregex_token_iterator sent_end;
std::vector<std::string> sentences;
std::string current = "";
for (; sent_iter != sent_end; ++sent_iter) {
std::string sentence = *sent_iter;
if (!sentence.empty()) {
// Add back the punctuation
if (sent_iter != sent_end) {
std::smatch match;
if (std::regex_search(sent_iter->first, paragraph.end(), match, sentence_regex)) {
sentence += match.str();
}
}
sentences.push_back(sentence);
}
}
// Combine sentences into chunks
std::string current_chunk = "";
for (const auto& sentence : sentences) {
if (static_cast<int>(current_chunk.length() + sentence.length() + 1) <= max_len) {
if (!current_chunk.empty()) {
current_chunk += " ";
}
current_chunk += sentence;
} else {
if (!current_chunk.empty()) {
chunks.push_back(trim(current_chunk));
}
current_chunk = sentence;
}
}
if (!current_chunk.empty()) {
chunks.push_back(trim(current_chunk));
}
}
// If no chunks were created, return the original text
if (chunks.empty()) {
chunks.push_back(trim(text));
}
return chunks;
}