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...Better sign language translation with stmc transformer kayoyin jesse read technologies institute lix ecole polytechnique carnegie mellon university institut de paris kayo cmu edu abstract slt rst uses a recognition slr system to ex tract glosses from videos then generates spoken translations the this paper focuses on and introduces which improves current state of art by over bleu respectively gloss text video phoenix weather tdataset aslg pc corpus we report an increase wealso demonstrate problem in methods that rely supervision our outperforms gt contra dicts previous claims acts as upper bound for performance reveals are inefcient representation future research wetherefore suggest end training models or using different annotation scheme introduction communicationholdsacentralpositioninourdailylivesandsocialinteractions yet inapredominantly aural society users often deprived effective communication deaf people face daily issues social isolation miscommunication day souza et al is moti...