def segment_map_fn_dev(idx, data): # map every sequence to <variable #> segments # + use enumeration-number as sequence key such that all keys in range [0, nmu2] keys, feats, lens, labs, talabs = data keys, feats, lens, labs, talabs, starts = seq_to_seg_mapper(idx, keys, feats, lens, labs, talabs, \ dt_dset.seg_len, dt_dset.seg_shift, False, len(conf['b_n']), 0) return keys, feats, lens, labs, talabs, starts
def segment_map_fn_validation(idx, data): # map every sequence to <variable #> segments # + use enumeration-number as sequence key such that all keys in range [0, nmu2] keys, feats, lens, labs, talabs = data keys, feats, lens, labs, talabs, starts = seq_to_seg_mapper( idx, keys, feats, lens, labs, talabs, dt_seg_len, dt_seg_shift, dt_dset.rand_seg, len(conf['b_n']), int(conf['num_noisy_versions'])) return keys, feats, lens, labs, talabs, starts