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It should be noted that A3 and A3' have the same real time factor.
Table 5 Additional time costs of the lattice reconstruction algorithms and LRE Lattice reconstruction algorithm Real time factor A1. Time-aligned phone lattice 0.19 A2.
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The scheme is based on integration of speaker diarization and adaptation methods and is designed to achieve a low Real-Time Factor (RTF) of the entire adaptation process, because the archive's size is enormous.
Twitter's biggest trump card here is the real-time factor.
The real-time factor in the second pass is about 0.50, while the real-time factor for simple models is about 0.01.
The real-time factor is kept under 1 with 300 particles or less.
The real-time factor increases in proportion to the number of particles.
The real-time factor is defined as computation time divided by data length; for example, when the system takes 0.5s to process 2 s data, the real-time factor is 0.5/2 = 0.25.
As a criterion of the computational cost, we use a real-time factor to evaluate our system in terms of a real-time system.
We can see that it takes about 16.75 h for training T using 348 h of speech, which implies a real-time factor of 0.048.
MOTP and MOTA scores are related to the real-time factor (RTF) showing the computational load required by each algorithm to attain a given tracking performance.
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CEO of Professional Science Editing for Scientists @ prosciediting.com