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Neural target speech extraction: An overview
Humans can listen to a target speaker even in challenging acoustic conditions that have
noise, reverberation, and interfering speakers. This phenomenon is known as the cocktail …
noise, reverberation, and interfering speakers. This phenomenon is known as the cocktail …
Real-time target sound extraction
We present the first neural network model to achieve real-time and streaming target sound
extraction. To accomplish this, we propose Waveformer, an encoder-decoder architecture …
extraction. To accomplish this, we propose Waveformer, an encoder-decoder architecture …
Target speech diarization with multimodal prompts
[PDF][PDF] PARIS: Pseudo-AutoRegressIve siamese training for online speech separation
While offline speech separation models have made significant advances, the streaming
regime remains less explored and is typically limited to causal modifications of existing …
regime remains less explored and is typically limited to causal modifications of existing …
Hyperbolic distance-based speech separation
In this work, we explore the task of hierarchical distance-based speech separation defined
on a hyperbolic manifold. Based on the recent advent of audio-related tasks performed in …
on a hyperbolic manifold. Based on the recent advent of audio-related tasks performed in …