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Speaker-conditioned Target Speaker Extraction based on Customized LSTM Cells
In this paper, we focus on a single-channel target speaker extraction system based on a CNN-LSTM separator network and a speaker embedder network requiring reference speech of the target speaker.
Reduction of Subjective Listening Effort for TV Broadcast Signals with Recurrent Neural Networks
Listening to the audio of TV broadcast signals can be challenging for hearing-impaired as well as normal-hearing listeners, especially when background sounds are prominent or too loud compared to the speech signal.
Speaker-conditioning Single-channel Target Speaker Extraction using Conformer-based Architectures
Target speaker extraction aims at extracting the target speaker from a mixture of multiple speakers exploiting auxiliary information about the target speaker.
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