DeepSpeech/native_client/alphabet.h
2019-11-05 09:15:18 +01:00

137 lines
3.3 KiB
C++

#ifndef ALPHABET_H
#define ALPHABET_H
#include <cassert>
#include <fstream>
#include <iostream>
#include <string>
#include <unordered_map>
#include <vector>
/*
* Loads a text file describing a mapping of labels to strings, one string per
* line. This is used by the decoder, client and Python scripts to convert the
* output of the decoder to a human-readable string and vice-versa.
*/
class Alphabet {
public:
Alphabet() = default;
Alphabet(const Alphabet&) = default;
Alphabet& operator=(const Alphabet&) = default;
int init(const char *config_file) {
std::ifstream in(config_file, std::ios::in);
if (!in) {
return 1;
}
unsigned int label = 0;
space_label_ = -2;
for (std::string line; std::getline(in, line);) {
if (line.size() == 2 && line[0] == '\\' && line[1] == '#') {
line = '#';
} else if (line[0] == '#') {
continue;
}
//TODO: we should probably do something more i18n-aware here
if (line == " ") {
space_label_ = label;
}
label_to_str_[label] = line;
str_to_label_[line] = label;
++label;
}
size_ = label;
in.close();
return 0;
}
int deserialize(const char* buffer, const int buffer_size) {
// See util/text.py for an explanation of the serialization format.
int offset = 0;
if (buffer_size - offset < sizeof(uint16_t)) {
return 1;
}
uint16_t size = *(uint16_t*)(buffer + offset);
offset += sizeof(uint16_t);
size_ = size;
for (int i = 0; i < size; ++i) {
if (buffer_size - offset < sizeof(uint16_t)) {
return 1;
}
uint16_t label = *(uint16_t*)(buffer + offset);
offset += sizeof(uint16_t);
if (buffer_size - offset < sizeof(uint16_t)) {
return 1;
}
uint16_t val_len = *(uint16_t*)(buffer + offset);
offset += sizeof(uint16_t);
if (buffer_size - offset < val_len) {
return 1;
}
std::string val(buffer+offset, val_len);
offset += val_len;
label_to_str_[label] = val;
str_to_label_[val] = label;
if (val == " ") {
space_label_ = label;
}
}
return 0;
}
const std::string& StringFromLabel(unsigned int label) const {
auto it = label_to_str_.find(label);
if (it != label_to_str_.end()) {
return it->second;
} else {
std::cerr << "Invalid label " << label << std::endl;
abort();
}
}
unsigned int LabelFromString(const std::string& string) const {
auto it = str_to_label_.find(string);
if (it != str_to_label_.end()) {
return it->second;
} else {
std::cerr << "Invalid string " << string << std::endl;
abort();
}
}
size_t GetSize() const {
return size_;
}
bool IsSpace(unsigned int label) const {
return label == space_label_;
}
unsigned int GetSpaceLabel() const {
return space_label_;
}
template <typename T>
std::string LabelsToString(const std::vector<T>& input) const {
std::string word;
for (auto ind : input) {
word += StringFromLabel(ind);
}
return word;
}
private:
size_t size_;
unsigned int space_label_;
std::unordered_map<unsigned int, std::string> label_to_str_;
std::unordered_map<std::string, unsigned int> str_to_label_;
};
#endif //ALPHABET_H