Search Results for author: Leibny Paola Garcia-Perera

Found 5 papers, 3 papers with code

On Speaker Attribution with SURT

1 code implementation28 Jan 2024 Desh Raj, Matthew Wiesner, Matthew Maciejewski, Leibny Paola Garcia-Perera, Daniel Povey, Sanjeev Khudanpur

The Streaming Unmixing and Recognition Transducer (SURT) has recently become a popular framework for continuous, streaming, multi-talker speech recognition (ASR).

speech-recognition Speech Recognition

DOVER-Lap: A Method for Combining Overlap-aware Diarization Outputs

1 code implementation3 Nov 2020 Desh Raj, Leibny Paola Garcia-Perera, Zili Huang, Shinji Watanabe, Daniel Povey, Andreas Stolcke, Sanjeev Khudanpur

Several advances have been made recently towards handling overlapping speech for speaker diarization.

Audio and Speech Processing Sound

DNN Speaker Tracking with Embeddings

no code implementations13 Jul 2020 Carlos Rodrigo Castillo-Sanchez, Leibny Paola Garcia-Perera, Anabel Martin-Gonzalez

Using these models to identify the instances in which these speakers intervene in a recording is the task of speaker tracking.

Speaker Verification

End-to-end Domain-Adversarial Voice Activity Detection

1 code implementation23 Oct 2019 Marvin Lavechin, Marie-Philippe Gill, Ruben Bousbib, Hervé Bredin, Leibny Paola Garcia-Perera

In the in-domain scenario where the training and test sets cover the exact same domains, we show that the domain-adversarial approach does not degrade performance of the proposed end-to-end model.

Audio and Speech Processing I.2.7

Building Corpora for Single-Channel Speech Separation Across Multiple Domains

no code implementations6 Nov 2018 Matthew Maciejewski, Gregory Sell, Leibny Paola Garcia-Perera, Shinji Watanabe, Sanjeev Khudanpur

To date, the bulk of research on single-channel speech separation has been conducted using clean, near-field, read speech, which is not representative of many modern applications.

Speech Separation

Cannot find the paper you are looking for? You can Submit a new open access paper.