32 citations · 84 across the 27 of their papers we have counts for
8 papers · 1 filter
Domain Mismatch Robust Acoustic Scene Classification using Channel Information Conversion
Seongkyu Mun, Suwon Shon
In a recent acoustic scene classification (ASC) research field, training and test device channel mismatch have become an issue for the real world implementation. To address the iss…
Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain
Suwon Shon, Ahmed Ali, James Glass
End-to-end deep learning language or dialect identification systems operate on the spectrogram or other acoustic feature and directly generate identification scores for each class.…
Noise-tolerant Audio-visual Online Person Verification using an Attention-based Neural Network Fusion
Suwon Shon, Tae-Hyun Oh, James Glass
In this paper, we present a multi-modal online person verification system using both speech and visual signals. Inspired by neuroscientific findings on the association of voice and…
Large-scale Speaker Retrieval on Random Speaker Variability Subspace
Suwon Shon, Younggun Lee, Taesu Kim
This paper describes a fast speaker search system to retrieve segments of the same voice identity in the large-scale data. A recent study shows that Locality Sensitive Hashing (LSH…
Unsupervised Representation Learning of Speech for Dialect Identification
Suwon Shon, Wei-Ning Hsu, James Glass
In this paper, we explore the use of a factorized hierarchical variational autoencoder (FHVAE) model to learn an unsupervised latent representation for dialect identification (DID)…
Frame-level speaker embeddings for text-independent speaker recognition and analysis of end-to-end model
Suwon Shon, Hao Tang, James Glass
In this paper, we propose a Convolutional Neural Network (CNN) based speaker recognition model for extracting robust speaker embeddings. The embedding can be extracted efficiently…