49 citations · 66 across the 5 of their papers we have counts for
5 papers
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based onFlexible Location Gradient Reversal Layer
Md Asif Jalal, Pablo Peso Parada, Jisi Zhang +5
Smart devices serviced by large-scale AI models necessitates user data transfer to the cloud for inference. For speech applications, this means transferring private user informatio…
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
In this paper, we explore an improved framework to train a monoaural neural enhancement model for robust speech recognition. The designed training framework extends the existing mi…
Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
In this paper, we introduce a novel semi-supervised learning framework for end-to-end speech separation. The proposed method first uses mixtures of unseparated sources and the mixt…
Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
In this paper, we present a novel multi-channel speech extraction system to simultaneously extract multiple clean individual sources from a mixture in noisy and reverberant environ…
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
This paper introduces a new method for multi-channel time domain speech separation in reverberant environments. A fully-convolutional neural network structure has been used to dire…