28 citations · 50 across the 13 of their papers we have counts for
3 papers · 1 filter
From Masking to Merging: Rethinking SpecAugment for Efficient Audio Spectrogram Transformer
Minhee Park, Hyowon Ahn, Chanwoo Kim
This paper proposes SpecAugment-Patch Merging, a simple yet effective method to accelerate Audio Spectrogram Transformer (AST) training. We first apply SpecAugment to mask input sp…
Streaming end-to-end speech recognition with jointly trained neural feature enhancement
Chanwoo Kim, Abhinav Garg, Dhananjaya Gowda +2
In this paper, we present a streaming end-to-end speech recognition model based on Monotonic Chunkwise Attention (MoCha) jointly trained with enhancement layers. Even though the Mo…
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models
Chanwoo Kim, Ehsan Variani, Arun Narayanan +1
In this paper, we describe how to efficiently implement an acoustic room simulator to generate large-scale simulated data for training deep neural networks. Even though Google Room…