ML Research Wiki / Benchmarks / Speech-to-Speech Translation / TAT

TAT

Speech-to-Speech Translation Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: ASR-BLEU (Dev)

Top Performing Models

Rank	Model	Paper	ASR-BLEU (Dev)	Date	Code
1	Hokkien→En (Two-pass decoding) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	13.60	2022-10-19	📦 facebookresearch/fairseq
2	Hokkien→En (Two-stage) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	12.50	2022-10-19	📦 facebookresearch/fairseq
3	Hokkien→En (Three-stage) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	12.50	2022-10-19	📦 facebookresearch/fairseq
4	Hokkien→En (Single-pass decoding) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	8.80	2022-10-19	📦 facebookresearch/fairseq
5	En→Hokkien (Two-pass decoding) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	7.80	2022-10-19	📦 facebookresearch/fairseq
6	En→Hokkien (Three-stage) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	7.50	2022-10-19	📦 facebookresearch/fairseq
7	En→Hokkien (Two-stage) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	7.10	2022-10-19	📦 facebookresearch/fairseq
8	En→Hokkien (Single-pass decoding) 📚	Speech-to-Speech Translation For A Real-world Unwritten Language	6.60	2022-10-19	📦 facebookresearch/fairseq

All Papers (8)

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

Hokkien→En (Two-pass decoding)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

Hokkien→En (Two-stage)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

Hokkien→En (Three-stage)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

Hokkien→En (Single-pass decoding)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

En→Hokkien (Two-pass decoding)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

En→Hokkien (Three-stage)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

En→Hokkien (Two-stage)

facebookresearch/fairseq

Speech-to-Speech Translation For A Real-world Unwritten Language

2022

En→Hokkien (Single-pass decoding)

facebookresearch/fairseq

TAT

Performance Over Time

Edit Benchmark Results

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Top Performing Models

All Papers (8)

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Speech-to-Speech Translation For A Real-world Unwritten Language

Model	Paper	ASR-BLEU (Dev)	Date
Hokkien→En (Two-pass decoding)	Speech-to-Speech Translation For A Real-world Unw…	13.60	2022-10-19
Hokkien→En (Two-stage)	Speech-to-Speech Translation For A Real-world Unw…	12.50	2022-10-19
Hokkien→En (Three-stage)	Speech-to-Speech Translation For A Real-world Unw…	12.50	2022-10-19
Hokkien→En (Single-pass decoding)	Speech-to-Speech Translation For A Real-world Unw…	8.80	2022-10-19
En→Hokkien (Two-pass decoding)	Speech-to-Speech Translation For A Real-world Unw…	7.80	2022-10-19
En→Hokkien (Three-stage)	Speech-to-Speech Translation For A Real-world Unw…	7.50	2022-10-19
En→Hokkien (Two-stage)	Speech-to-Speech Translation For A Real-world Unw…	7.10	2022-10-19
En→Hokkien (Single-pass decoding)	Speech-to-Speech Translation For A Real-world Unw…	6.60	2022-10-19