SOTAVerified

Speech-to-Speech Translation

Speech-to-speech translation (S2ST) consists on translating speech from one language to speech in another language. This can be done with a cascade of automatic speech recognition (ASR), text-to-text machine translation (MT), and text-to-speech (TTS) synthesis sub-systems, which is text-centric. Recently, works on S2ST without relying on intermediate text representation is emerging.

Papers

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Showing 51–100 of 117 papers

TitleStatusHype
AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation—0
Balancing Speech Understanding and Generation Using Continual Pre-training for Codec-based Speech LLM—0
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?—0
Connecting Voices: LoReSpeech as a Low-Resource Speech Parallel Corpus—0
Cross-Lingual Machine Speech Chain for Javanese, Sundanese, Balinese, and Bataks Speech Recognition and Synthesis—0
CrossVoice: Crosslingual Prosody Preserving Cascade-S2ST using Transfer Learning—0
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation—0
Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation—0
Direct Punjabi to English speech translation using discrete units—0
Direct Simultaneous Speech-to-Speech Translation with Variational Monotonic Multihead Attention—0
Direct Speech-to-Speech Neural Machine Translation: A Survey—0
Direct Speech to Speech Translation: A Review—0
Direct Speech-to-speech Translation without Textual Annotation using Bottleneck Features—0
Direct Text to Speech Translation System using Acoustic Units—0
Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing—0
Speech-to-speech Translation between Untranscribed Unknown Languages—0
Speech-to-Speech Translation For A Real-world Unwritten Language—0
Speech to Speech Translation with Translatotron: A State of the Art Review—0
Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer—0
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation—0
Textless Direct Speech-to-Speech Translation with Discrete Speech Representation—0
Textless Speech-to-Speech Translation on Real Data—0
Textless Streaming Speech-to-Speech Translation using Semantic Speech Tokens—0
The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation—0
Towards Multilingual Conversations in the Medical Domain: Development of Multilingual Medical Data and A Network-based ASR System—0
TranSentence: Speech-to-speech Translation via Language-agnostic Sentence-level Speech Encoding without Language-parallel Data—0
TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation—0
Translatotron 2: High-quality direct speech-to-speech translation with voice preservation—0
Translatotron 3: Speech to Speech Translation with Monolingual Data—0
UWSpeech: Speech to Speech Translation for Unwritten Languages—0
Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs—0
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation—0
MLLP-VRAIN UPV systems for the IWSLT 2022 Simultaneous Speech Translation and Speech-to-Speech Translation tasks—0
MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation—0
Multilingual Speech-to-Speech Translation into Multiple Target Languages—0
NAIST Simultaneous Speech Translation System for IWSLT 2024—0
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling—0
Phi-Omni-ST: A multimodal language model for direct speech-to-speech translation—0
PolySinger: Singing-Voice to Singing-Voice Translation from English to Japanese—0
PolyVoice: Language Models for Speech to Speech Translation—0
Portable Speech-to-Speech Translation on an Android Smartphone: The MFLTS System—0
Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems—0
Prosodic Alignment for off-screen automatic dubbing—0
Real-time Incremental Speech-to-Speech Translation of Dialogs—0
S2ST-Omni: An Efficient and Scalable Multilingual Speech-to-Speech Translation Framework via Seamless Speech-Text Alignment and Streaming Speech Generation—0
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation—0
SeamlessExpressiveLM: Speech Language Model for Expressive Speech-to-Speech Translation with Chain-of-Thought—0
SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation—0
Simultaneous Speech-to-Speech Translation System with Neural Incremental ASR, MT, and TTS—0
SimulTron: On-Device Simultaneous Speech to Speech Translation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Hokkien→En (Two-pass decoding)ASR-BLEU (Dev)13.6—Unverified
2Hokkien→En (Two-stage)ASR-BLEU (Dev)12.5—Unverified
3Hokkien→En (Three-stage)ASR-BLEU (Dev)12.5—Unverified
4Hokkien→En (Single-pass decoding)ASR-BLEU (Dev)8.8—Unverified
5En→Hokkien (Two-pass decoding)ASR-BLEU (Dev)7.8—Unverified
6En→Hokkien (Three-stage)ASR-BLEU (Dev)7.5—Unverified
7En→Hokkien (Two-stage)ASR-BLEU (Dev)7.1—Unverified
8En→Hokkien (Single-pass decoding)ASR-BLEU (Dev)6.6—Unverified
#ModelMetricClaimedVerifiedStatus
1GenTranslateV2ASR-BLEU32.3—Unverified
2GenTranslateV1ASR-BLEU30.1—Unverified
3SeamlessM4T LargeV2ASR-BLEU29.4—Unverified
4SeamlessM4T LargeASR-BLEU25.8—Unverified
5AudioPaLM2ASR-BLEU24—Unverified
6WhisperV2ASR-BLEU23.5—Unverified
7SeamlessM4T MediumASR-BLEU20.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SeamlessM4T LargeASR-BLEU36.5—Unverified
2SeamlessM4T MediumASR-BLEU28.1—Unverified