You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
PaddleSpeech/deploy/ctc_beam_search_decoder.h

36 lines
1.3 KiB

#ifndef CTC_BEAM_SEARCH_DECODER_H_
#define CTC_BEAM_SEARCH_DECODER_H_
#include <vector>
#include <string>
#include <utility>
#include "scorer.h"
/* CTC Beam Search Decoder, the interface is consistent with the
* original decoder in Python version.
* Parameters:
* probs_seq: 2-D vector that each element is a vector of probabilities
* over vocabulary of one time step.
* beam_size: The width of beam search.
* vocabulary: A vector of vocabulary.
* blank_id: ID of blank.
* cutoff_prob: Cutoff probability of pruning
* ext_scorer: External scorer to evaluate a prefix.
* nproc: Whether this function used in multiprocessing.
* Return:
* A vector that each element is a pair of score and decoding result,
* in desending order.
*/
std::vector<std::pair<double, std::string> >
ctc_beam_search_decoder(std::vector<std::vector<double> > probs_seq,
int beam_size,
std::vector<std::string> vocabulary,
int blank_id,
double cutoff_prob=1.0,
Scorer *ext_scorer=NULL,
bool nproc=false
);
#endif // CTC_BEAM_SEARCH_DECODER_H_