Search Results for author: Yixiong Meng

Found 3 papers, 0 papers with code

Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification

no code implementations8 Jul 2022 Long Chen, Yixiong Meng, Venkatesh Ravichandran, Andreas Stolcke

Speaker identification (SID) in the household scenario (e. g., for smart speakers) is an important but challenging problem due to limited number of labeled (enrollment) utterances, confusable voices, and demographic imbalances.

Fairness Speaker Identification +1

Building Synthetic Speaker Profiles in Text-to-Speech Systems

no code implementations7 Feb 2022 Jie Pu, Yixiong Meng, Oguz Elibol

The diversity of speaker profiles in multi-speaker TTS systems is a crucial aspect of its performance, as it measures how many different speaker profiles TTS systems could possibly synthesize.

SynthASR: Unlocking Synthetic Data for Speech Recognition

no code implementations14 Jun 2021 Amin Fazel, Wei Yang, YuLan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo

Our observations show that SynthASR holds great promise in training the state-of-the-art large-scale E2E ASR models for new applications while reducing the costs and dependency on production data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

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