Published May 6, 2024 | Version v1
Model Open

English to French Espnet Translation model trained on libritrans

  • 1. ROR icon Laboratoire Bordelais de Recherche en Informatique

Description

This is the baseline machine translation model for english to french trained on the libritrans dataset. 

more exp/train.fr_lc.rm_lc_pytorch_train_bpe1000/decode_dev.fr_decode/result.lc.txt
########################################################################################################################
sacleBLEU
[
{
 "name": "BLEU",
 "score": 20.1,
 "signature": "nrefs:1|case:lc|eff:no|tok:13a|smooth:exp|version:2.2.1",
 "verbose_score": "51.8/25.9/15.0/8.8 (BP = 0.978 ratio = 0.978 hyp_len = 21873 ref_len = 22365)",
 "nrefs": "1",
 "case": "lc",
 "eff": "no",
 "tok": "13a",
 "smooth": "exp",
 "version": "2.2.1"
},
{
 "name": "chrF2",
 "score": 48.1,
 "signature": "nrefs:1|case:mixed|eff:yes|nc:6|nw:0|space:no|version:2.2.1",
 "nrefs": "1",
 "case": "mixed",
 "eff": "yes",
 "nc": "6",
 "nw": "0",
 "space": "no",
 "version": "2.2.1"
},
{
 "name": "TER",
 "score": 74.4,
 "signature": "nrefs:1|case:lc|tok:tercom|norm:no|punct:yes|asian:no|version:2.2.1",
 "nrefs": "1",
 "case": "lc",
 "tok": "tercom",
 "norm": "no",
 "punct": "yes",
 "asian": "no",
 "version": "2.2.1"
}
]
########################################################################################################################

>> more exp/train.fr_lc.rm_lc_pytorch_train_bpe1000/decode_test.fr_decode/result.lc.txt
########################################################################################################################
sacleBLEU
[
{
 "name": "BLEU",
 "score": 18.3,
 "signature": "nrefs:1|case:lc|eff:no|tok:13a|smooth:exp|version:2.2.1",
 "verbose_score": "50.3/24.2/13.4/7.6 (BP = 0.977 ratio = 0.978 hyp_len = 42859 ref_len = 43837)",
 "nrefs": "1",
 "case": "lc",
 "eff": "no",
 "tok": "13a",
 "smooth": "exp",
 "version": "2.2.1"
},
{
 "name": "chrF2",
 "score": 46.5,
 "signature": "nrefs:1|case:mixed|eff:yes|nc:6|nw:0|space:no|version:2.2.1",
 "nrefs": "1",
 "case": "mixed",
 "eff": "yes",
 "nc": "6",
 "nw": "0",
 "space": "no",
 "version": "2.2.1"
},
{
 "name": "TER",
 "score": 76.8,
 "signature": "nrefs:1|case:lc|tok:tercom|norm:no|punct:yes|asian:no|version:2.2.1",
 "nrefs": "1",
 "case": "lc",
 "tok": "tercom",
 "norm": "no",
 "punct": "yes",
 "asian": "no",
 "version": "2.2.1"
}
]
########################################################################################################################

Files

baseline_libritransMT.espnet1.zip

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Additional details

Funding

European Commission
FVLLMONTI – Ferroelectric Vertical Low energy Low latency low volume Modules fOr Neural network Transformers In 3D 101016776