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Low Frame Rate Algorithm

The low frame rate algorithm is a simple method for subsampling in speech processing. At time ii, the acoustic feature vector fif_i and the two prior vectors fi1f_{i-1} and fi2f_{i-2} are concatenated. This creates a new vector that is three times longer, after which the original fi1f_{i-1} and fi2f_{i-2} vectors are discarded. This results in a higher-dimensional vector with a shorter overall sequence length, n=t3n = \frac{t}{3}. For example, instead of processing a 40-dimensional acoustic feature vector every 10 ms, this method yields a 120-dimensional vector every 30 ms.

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Updated 2026-06-20

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Deep Learning (in Machine learning)

Data Science

Computing Sciences

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