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 1–50 of 117 papers

TitleStatusHype
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMsCode11
Robust Speech Recognition via Large-Scale Weak SupervisionCode8
AudioLM: a Language Modeling Approach to Audio GenerationCode7
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task LearningCode5
High-Fidelity Simultaneous Speech-To-Speech TranslationCode5
Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language ModelingCode5
SeamlessM4T: Massively Multilingual & Multimodal Machine TranslationCode2
CVSS Corpus and Massively Multilingual Speech-to-Speech TranslationCode2
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine TranslatorsCode2
A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Speech TranslationCode2
TransVIP: Speech to Speech Translation System with Voice and Isochrony PreservationCode2
BLASER: A Text-Free Speech-to-Speech Translation Evaluation MetricCode2
Direct speech-to-speech translation with discrete unitsCode1
DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech TranslationCode1
AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech RepresentationCode1
Towards Automatic Face-to-Face TranslationCode1
TranSpeech: Speech-to-Speech Translation With Bilateral PerturbationCode1
CTC-based Non-autoregressive Textless Speech-to-Speech TranslationCode1
Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech TranslationCode1
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech TranslationCode1
Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline ModelsCode1
EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech ModelsCode1
Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-SpeechCode1
A Textless Metric for Speech-to-Speech ComparisonCode0
Textless Speech-to-Speech Translation With Limited Parallel DataCode0
Using Phonemes in cascaded S2S translation pipelineCode0
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete UnitsCode0
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech TranslationCode0
Dialogs Re-enacted Across LanguagesCode0
ESPnet-ST-v2: Multipurpose Spoken Language Translation ToolkitCode0
Towards cross-language prosody transfer for dialogCode0
ESPnet-ST: All-in-One Speech Translation ToolkitCode0
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022Code0
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech TranslationCode0
LibriS2S: A German-English Speech-to-Speech Translation CorpusCode0
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data SelectionCode0
Direct speech-to-speech translation with a sequence-to-sequence modelCode0
Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech TranslationCode0
Multimodal and Multilingual Embeddings for Large-Scale Speech MiningCode0
Direct Speech to Speech Translation: A Review—0
Direct Speech-to-Speech Neural Machine Translation: A Survey—0
Direct Simultaneous Speech-to-Speech Translation with Variational Monotonic Multihead Attention—0
Balancing Speech Understanding and Generation Using Continual Pre-training for Codec-based Speech LLM—0
Direct Punjabi to English speech translation using discrete units—0
Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation—0
AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation—0
From Speech-to-Speech Translation to Automatic Dubbing—0
Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training—0
Findings of the IWSLT 2024 Evaluation Campaign—0
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct 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