extract-segments.cc
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// featbin/extract-segments.cc
// Copyright 2009-2011 Microsoft Corporation; Govivace Inc.
// 2013 Arnab Ghoshal
// See ../../COPYING for clarification regarding multiple authors
//
// 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
//
// THIS CODE IS PROVIDED *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED
// WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,
// MERCHANTABLITY OR NON-INFRINGEMENT.
// See the Apache 2 License for the specific language governing permissions and
// limitations under the License.
#include "base/kaldi-common.h"
#include "util/common-utils.h"
#include "feat/wave-reader.h"
/*! @brief This is the main program for extracting segments from a wav file
- usage :
- extract-segments [options ..] <scriptfile > <segments-file> <wav-written-specifier>
- "scriptfile" must contain full path of the wav file.
- "segments-file" should have the information of the segments that needs to be extracted from wav file
- the format of the segments file : speaker_name wavfilename start_time(in secs) end_time(in secs) channel-id(0 or 1)
- The channel-id is 0 for the left channel and 1 for the right channel. This is not required for mono recordings.
- "wav-written-specifier" is the output segment format
*/
int main(int argc, char *argv[]) {
try {
using namespace kaldi;
const char *usage =
"Extract segments from a large audio file in WAV format.\n"
"Usage: extract-segments [options] <wav-rspecifier> <segments-file> <wav-wspecifier>\n"
"e.g. extract-segments scp:wav.scp segments ark:- | <some-other-program>\n"
" segments-file format: each line is either\n"
"<segment-id> <recording-id> <start-time> <end-time>\n"
"e.g. call-861225-A-0050-0065 call-861225-A 5.0 6.5\n"
"or (less frequently, and not supported in scripts):\n"
"<segment-id> <wav-file-name> <start-time> <end-time> <channel>\n"
"where <channel> will normally be 0 (left) or 1 (right)\n"
"e.g. call-861225-A-0050-0065 call-861225 5.0 6.5 1\n"
"And <end-time> of -1 means the segment runs till the end of the WAV file\n"
"See also: extract-feature-segments, wav-copy, wav-to-duration\n";
ParseOptions po(usage);
BaseFloat min_segment_length = 0.1, // Minimum segment length in seconds.
max_overshoot = 0.5; // max time by which last segment can overshoot
po.Register("min-segment-length", &min_segment_length,
"Minimum segment length in seconds (reject shorter segments)");
po.Register("max-overshoot", &max_overshoot,
"End segments overshooting audio by less than this (in seconds) "
"are truncated, else rejected.");
po.Read(argc, argv);
if (po.NumArgs() != 3) {
po.PrintUsage();
exit(1);
}
std::string wav_rspecifier = po.GetArg(1);
std::string segments_rxfilename = po.GetArg(2);
std::string wav_wspecifier = po.GetArg(3);
RandomAccessTableReader<WaveHolder> reader(wav_rspecifier);
TableWriter<WaveHolder> writer(wav_wspecifier);
Input ki(segments_rxfilename); // No binary argment: never binary.
int32 num_lines = 0, num_success = 0;
std::string line;
// Read each line from the segments file.
while (std::getline(ki.Stream(), line)) {
num_lines++;
std::vector<std::string> split_line;
// Split the line into whitespace-separated fields and verify their
// number. There must be 4 or 5 fields: segment name, reacording ID, start
// time, end time, and the optional channel number.
SplitStringToVector(line, " \t\r", true, &split_line);
if (split_line.size() != 4 && split_line.size() != 5) {
KALDI_WARN << "Invalid line in segments file: " << line;
continue;
}
std::string segment = split_line[0],
recording = split_line[1],
start_str = split_line[2],
end_str = split_line[3];
// Parse the start and end times as float values. Segment is ignored if
// any of end times is malformed.
double start, end;
if (!ConvertStringToReal(start_str, &start)) {
KALDI_WARN << "Invalid line in segments file [bad start]: " << line;
continue;
}
if (!ConvertStringToReal(end_str, &end)) {
KALDI_WARN << "Invalid line in segments file [bad end]: " << line;
continue;
}
// Start time must be non-negative and not greater than the end time,
// except if the end time is -1.
if (start < 0 || (end != -1.0 && end <= 0) ||
((start >= end) && (end > 0))) {
KALDI_WARN << ("Invalid line in segments file "
"[empty or invalid segment]: ") << line;
continue;
}
int32 channel = -1; // -1 means channel is unspecified.
// If the line has 5 elements, then the 5th element is the channel number.
if (split_line.size() == 5) {
if (!ConvertStringToInteger(split_line[4], &channel) || channel < 0) {
KALDI_WARN << "Invalid line in segments file [bad channel]: " << line;
continue;
}
}
// Check whether the recording ID is in wav.scp; if not, skip the segment.
if (!reader.HasKey(recording)) {
KALDI_WARN << "Could not find recording " << recording
<< ", skipping segment " << segment;
continue;
}
const WaveData &wave = reader.Value(recording);
const Matrix<BaseFloat> &wave_data = wave.Data();
BaseFloat samp_freq = wave.SampFreq(); // Sampling fequency.
int32 num_samp = wave_data.NumCols(), // Number of samples in recording.
num_chan = wave_data.NumRows(); // Number of channels in recording.
BaseFloat file_length = num_samp / samp_freq; // In seconds.
// Start must be within the wave data, otherwise skip the segment.
if (start < 0 || start > file_length) {
KALDI_WARN << "Segment start is out of file data range [0, "
<< file_length << "s]; skipping segment '" << line << "'";
continue;
}
// End must be less than the file length adjusted for possible overshoot;
// otherwise skip the segment. end == -1 passes the check.
if (end > file_length + max_overshoot) {
KALDI_WARN << "Segment end is too far out of file data range [0,"
<< file_length << "s]; skipping segment '" << line << "'";
continue;
}
// Otherwise ensure the end is not beyond the end of data, and default
// end == -1 to the end of file data.
if (end < 0 || end > file_length) end = file_length;
// Skip if segment size is less than the minimum allowed.
if (end - start < min_segment_length) {
KALDI_WARN << "Segment " << segment << " too short, skipping it.";
continue;
}
// Check that the channel is specified in the segments file for a multi-
// channel file, and that the channel actually exists in the wave data.
if (channel == -1) {
if (num_chan == 1) channel = 0;
else {
KALDI_ERR << ("Your data has multiple channels. You must "
"specify the channel in the segments file. "
"Skipping segment ") << segment;
}
} else {
if (channel >= num_chan) {
KALDI_WARN << "Invalid channel " << channel << " >= " << num_chan
<< ". Skipping segment " << segment;
continue;
}
}
// Convert endpoints of the segment to sample numbers. Note that the
// conversion requires a proper rounding.
int32 start_samp = static_cast<int32>(start * samp_freq + 0.5f),
end_samp = static_cast<int32>(end * samp_freq + 0.5f);
if (end_samp > num_samp)
end_samp = num_samp;
// Get the range of data from the orignial wave_data matrix.
SubMatrix<BaseFloat> segment_matrix(wave_data, channel, 1,
start_samp, end_samp - start_samp);
WaveData segment_wave(samp_freq, segment_matrix);
writer.Write(segment, segment_wave); // Write the range in wave format.
num_success++;
}
KALDI_LOG << "Successfully processed " << num_success << " lines out of "
<< num_lines << " in the segments file. ";
return 0;
} catch(const std::exception &e) {
std::cerr << e.what();
return -1;
}
}