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src/online/online-decodable.cc
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// online/online-decodable.cc
// Copyright 2012 Cisco Systems (author: Matthias Paulik)
// Modifications to the original contribution by Cisco Systems made by:
// Vassil Panayotov
// 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 "online/online-decodable.h"
namespace kaldi {
OnlineDecodableDiagGmmScaled::OnlineDecodableDiagGmmScaled(
const AmDiagGmm &am, const TransitionModel &trans_model,
const BaseFloat scale, OnlineFeatureMatrix *input_feats):
features_(input_feats), ac_model_(am),
ac_scale_(scale), trans_model_(trans_model),
feat_dim_(input_feats->Dim()), cur_frame_(-1) {
if (!input_feats->IsValidFrame(0)) {
// It's not safe to throw from a constructor, so please check
// this condition yourself before reaching this point in the code.
KALDI_ERR << "Attempt to initialize decodable object with empty "
<< "input: please check this before the initializer!";
}
int32 num_pdfs = trans_model_.NumPdfs();
cache_.resize(num_pdfs, std::pair<int32,BaseFloat>(-1, 0.0));
}
void OnlineDecodableDiagGmmScaled::CacheFrame(int32 frame) {
KALDI_ASSERT(frame >= 0);
cur_feats_.Resize(feat_dim_);
if (!features_->IsValidFrame(frame))
KALDI_ERR << "Request for invalid frame (you need to check IsLastFrame, or, "
<< "for frame zero, check that the input is valid.";
cur_feats_.CopyFromVec(features_->GetFrame(frame));
cur_frame_ = frame;
}
BaseFloat OnlineDecodableDiagGmmScaled::LogLikelihood(int32 frame, int32 index) {
if (frame != cur_frame_)
CacheFrame(frame);
int32 pdf_id = trans_model_.TransitionIdToPdf(index);
if (cache_[pdf_id].first == frame)
return cache_[pdf_id].second;
BaseFloat ans = ac_model_.LogLikelihood(pdf_id, cur_feats_) * ac_scale_;
cache_[pdf_id].first = frame;
cache_[pdf_id].second = ans;
return ans;
}
bool OnlineDecodableDiagGmmScaled::IsLastFrame(int32 frame) const {
return !features_->IsValidFrame(frame+1);
}
} // namespace kaldi
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