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Simultaneous Speech Translation on MuST-C EN-DE (tst-COMMON)

23.8BLEULS-Transducer-SST
-0.6925.666512.02518.3835Sep 15, 2021Feb 27, 2022Aug 12, 2022Jan 25, 2023Jul 10, 2023Dec 23, 2023Jun 6, 2024

Evaluation results

MethodLinks
LS-Transducer-SSTepsilon=5, AIF=true, Latency=Medium2024.0623.8——1.635—
TBCALatency=High2024.0623.5——2.3—
LS-Transducer-SSTepsilon=3, AIF=true, Latency=Medium2024.0623.3——1.188—
Wait-kk=5, step_size=360 ms, Latency=High2024.0622.5——2.629—
Wait-kk=3, step_size=360 ms, Latency=High2024.0622.3——2.127—
LS-Transducer-SSTepsilon=1, AIF=true, Latency=Low2024.0621.4——0.853—
Wait-kk=3, step_size=280 ms, Latency=Medium2024.0621——1.638—
LS-Transducer-SSTLatency=Low2024.0620.8——0.715—
Wait-kk=1, step_size=280 ms, Latency=Medium2024.0620.6——1.28—
CAATLatency=Medium2024.0620.4——1.078—
MoSSTLatency=High2024.0620——2.742—
MoSSToperating_point=52021.0919.974,278962,742—
MoSSTk=inf2021.0919.95————
MoSSToperating_point=42021.0919.773,827932,551—
MoSSTk=92021.0919.37————
CIF-ILlambda_lat=0, Latency=Medium2024.0619.3——1.354—
MoSSTk=72021.0918.71————
Wait-k2024.0618.6——6.8—
CIF-ILlambda_lat=0.3, Latency=Low2024.0618.5——0.962—
SimulSpeechk=inf2021.0918.29————
MoSSTk=52021.0918.23————
SimulSpeechk=92021.0917.87————
SimulSpeechk=72021.0917.46————
Wait-kk=3, step_size=200 ms, Latency=Medium2024.0617——1.014—
SimulSpeechk=52021.0916.9————
Wait-kk=2, step_size=200 ms, Latency=Low2024.0616.5——0.881—
MoSSToperating_point=32021.0916.342,263791,734—
Wait-kk=1, step_size=200 ms, Latency=Low2024.0616.3——0.757—
SimulSToperating_point=52021.0915.995,271993,049—
MoSSTk=32021.0915.57————
SimulSpeechk=32021.0915.52————
SimulSToperating_point=42021.0914.174,361962,774—
MoSSTk=12021.0911.76————
SimulSToperating_point=32021.0910.882,946882,165—
SimulSpeechk=12021.0910.73————
MoSSToperating_point=22021.096.751,18253818—
SimulSToperating_point=22021.093.61,500621,097—
MoSSToperating_point=12021.091.3564229208—
SimulSToperating_point=12021.090.2593037604—
SimulUAveraged across=cutoff frame f2026.03———247137
Top CascadeAveraged across=speech segment size2026.03———246137