Speech-to-Text Translation

Translate audio signals of speech in one language into text in a foreign language, either in an end-to-end or cascade manner.

Papers

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Showing 126–146 of 146 papers

Title	Date	Tasks	Status
A Survey on Speech Large Language Models	Oct 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Subtitles to Segmentation: Improving Low-Resource Speech-to-TextTranslation Pipelines	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines	Oct 19, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation	Apr 6, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Enhancing Speech-to-Speech Translation with Multiple TTS Targets	Apr 10, 2023	Speech-to-Speech TranslationSpeech-to-Text	—Unverified
Enhancing Transformer for End-to-end Speech-to-Text Translation	Aug 1, 2019	Speech-to-TextSpeech-to-Text Translation	—Unverified
A Comparative Study on End-to-end Speech to Text Translation	Nov 20, 2019	Speech-to-TextSpeech-to-Text Translation	—Unverified
Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates	Nov 8, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
TASK AWARE MULTI-TASK LEARNING FOR SPEECH TO TEXT TASKS	Jun 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Finetuning End-to-End Models for Estonian Conversational Spoken Language Translation	Jul 4, 2024	Machine Translationspeech-recognition	—Unverified
An Experiment on Speech-to-Text Translation Systems for Manipuri to English on Low Resource Setting	Dec 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
End-to-End Speech Translation for Low-Resource Languages Using Weakly Labeled Data	Jun 19, 2025	SentenceSpeech-to-Text	—Unverified
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages	Mar 2, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?	Dec 24, 2024	Simultaneous Speech-to-Text TranslationSpeech-to-Text	—Unverified
Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks	May 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation	Jun 1, 2023	automatic-speech-translationCross-Lingual Transfer	—Unverified
Improve Sinhala Speech Recognition Through e2e LF-MMI Model	Dec 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation	Jun 9, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Language and Modality Transfer in Translation by Character-level Modeling	May 30, 2025	Speech-to-TextSpeech-to-Text Translation	—Unverified
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task	Jul 12, 2021	DecoderKnowledge Distillation	—Unverified
Improving Stability in Simultaneous Speech Translation: A Revision-Controllable Decoding Approach	Oct 6, 2023	Simultaneous Speech-to-Text TranslationSpeech-to-Text	—Unverified

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All datasets MuST-C EN->DE MuST-C EN->ES MuST-C EN->FR CoVoST 2 eng-X CoVoST 2 X-eng FLEURS eng-X FLEURS X-eng libri-trans MediBeng MuST-C MuST-C EN->NL

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Task Modulation + Multitask Learning(ASR/MT) + Data Augmentation	Case-sensitive sacreBLEU	28.88	—	Unverified
2	Wav2Vec2.0+mBART+Adaptors	Case-sensitive sacreBLEU	28.22	—	Unverified
3	Transformer + Meta Learning(ASR/MT) + Data Augmentation	Case-sensitive sacreBLEU	27.51	—	Unverified
4	Transformer with Adapters	Case-sensitive sacreBLEU	24.63	—	Unverified
5	Dual-decoder Transformer	Case-sensitive sacreBLEU	23.63	—	Unverified
6	Speechformer	Case-sensitive sacreBLEU	23.6	—	Unverified
7	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	22.8	—	Unverified
8	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	22.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Transformer with Adapters	Case-sensitive sacreBLEU	28.73	—	Unverified
2	Speechformer	Case-sensitive sacreBLEU	28.5	—	Unverified
3	Dual-decoder Transformer	Case-sensitive sacreBLEU	28.12	—	Unverified
4	Transformer + ASR Pretrain + SpecAug	Case-sensitive sacreBLEU	27.4	—	Unverified
5	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	26.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Dual-decoder Transformer	Case-sensitive sacreBLEU	33.45	—	Unverified
2	Transformer + ASR Pretrain + SpecAug	Case-sensitive sacreBLEU	33.3	—	Unverified
3	Transformer + ASR Pretrain	Case-sensitive sacreBLEU	32.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	30.6	—	Unverified
2	SeamlessM4T Medium	BLEU	26.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	34.1	—	Unverified
2	SeamlessM4T Medium	BLEU	29.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	21.5	—	Unverified
2	SeamlessM4T Medium	BLEU	19.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SeamlessM4T Large	BLEU	24	—	Unverified
2	SeamlessM4T Medium	BLEU	20.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Transformer + ASR Pretrain + SpecAug	Case-insensitive sacreBLEU	17.2	—	Unverified
2	Transformer + ASR Pretrain	Case-insensitive sacreBLEU	16.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MediBeng Whisper Tiny	Bleu	0.98	—	Unverified
2	Whisper Tiny	Bleu	0.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Transformer with Adapters	SacreBLEU	26.61	—	Unverified
2	Dual-decoder Transformer	SacreBLEU	25.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Speechformer	Case-sensitive sacreBLEU	27.7	—	Unverified