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The resulting hard mask is also depicted with white regions correspond to speaker 2 active.
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Fig. 5 Three figures correspond to three speakers.
The extracted labels may correspond to the speakers in the speech corpus if the data is relatively clean.
The speech samples are from the CMU Arctic speech database [38], and the subcategories correspond to individual speakers.
In Equation (11), the s th row vector of Uspeaker, which is denoted as uspeaker;s, corresponds to the speaker weight of the s th speaker, thus the low-rank approximation of the s th speaker model is given by M s ≃ G K R × K D × K S × 3 u speaker ; s × 1 U mixture × 2 U dim + M ¯. (12).
Second step aims to group together all the segments that correspond to the same speaker.
Since changes in the array's position correspond to the desired speaker's movement, the relative source-receiver position remains unchanged; hence, the need to track fluctuations of the steering vector is avoided.
The modification is that each utterance corresponds to one speaker.
In particular, the TDOAs comprise the observation associated with an extended Kalman filter whose state corresponds to the speaker's position.
Specifically, the 2-D Viterbi integrates all frames and the transition information across time to find the most likely two Gaussian sequences, each of which corresponds to one speaker [24].
Its centrepiece, a reverberation chamber created by Mirza and his architect brother, Omar, will be lit by small, flashing LEDs that correspond to noise from speakers rigged in and about the chamber.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com