OpenCodePapers

speech-to-text-translation-on-must-c-en-de

Speech-to-Text Translation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeCase-sensitive sacreBLEUModelNameReleaseDate
TASK AWARE MULTI-TASK LEARNING FOR SPEECH TO TEXT TASKS28.88Task Modulation + Multitask Learning(ASR/MT) + Data Augmentation2021-06-10
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021✓ Link28.22Wav2Vec2.0+mBART+Adaptors2021-05-10
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning27.51Transformer + Meta Learning(ASR/MT) + Data Augmentation2020-07-01
Lightweight Adapter Tuning for Multilingual Speech Translation✓ Link24.63Transformer with Adapters2021-06-02
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation✓ Link23.63Dual-decoder Transformer2020-11-02
Speechformer: Reducing Information Loss in Direct Speech Translation✓ Link23.6Speechformer2021-09-09
NeurST: Neural Speech Translation Toolkit✓ Link22.8Transformer + ASR Pretrain2020-12-18
fairseq S2T: Fast Speech-to-Text Modeling with fairseq✓ Link22.7Transformer + ASR Pretrain2020-10-11