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Using Spotify Connect, beta testers can now play music through their Sonos systems, including multi-speaker and multi-room configurations, directly through the streaming service's familiar app.
In the current study, we selected 120 speakers; most were single speakers, but some were unbalanced multi-speakers.
The SITW database was collected under different challenging conditions for open source media: clean interview, outdoor conditions, stadium conditions, and red carpet interviews for single and multi-speakers.
However, its performance decreases in noisy and reverberant conditions as well as in multi-speaker scenarios.
The same multi-speaker cross-validation is used to estimate the LR transforms for the different poses and features.
The system is an isolated whole word speech recognizer and it was implemented as both a multi-speaker and speaker-independent modes.
In speaker diarization field, PSO algorithm has known many applications, such as it has been used with mutual information (MI) in multi-speaker environment [22].
Its compact design can fit into even the smallest rooms, making it more practical for deploying a full-sized multi-speaker home theater system.
We also consider how to extend a syntactic and semantic treatment of first- and second-person personal pronouns, and of addressee terms, in order to deal with the multi-speaker scenario.
Training and testing has been done with the multi-speaker paradigm (all speakers are on train and test set but with different sequences) with three fold cross-validation and the results are given in terms of word accuracy.
The present study uses a physical multi-speaker array and compares scenes with spatially separated versus spatially co-located sounds to systematically evaluate the role of spatial separation in modulating change errors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com