Ke Hu | DeepAI

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∙ 08/11/2023

Improving Joint Speech-Text Representations Without Alignment

The last year has seen astonishing progress in text-prompted image gener...

0 Cal Peyser, et al. ∙

∙ 05/25/2023

Mixture-of-Expert Conformer for Streaming Multilingual ASR

End-to-end models with large capacity have significantly improved multil...

0 Ke Hu, et al. ∙

∙ 03/23/2023

A Deliberation-based Joint Acoustic and Text Decoder

We propose a new two-pass E2E speech recognition model that improves ASR...

0 Sepand Mavandadi, et al. ∙

∙ 03/02/2023

Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages

We introduce the Universal Speech Model (USM), a single large model that...

0 Yu Zhang, et al. ∙

∙ 02/17/2023

Massively Multilingual Shallow Fusion with Large Language Models

While large language models (LLM) have made impressive progress in natur...

0 Ke Hu, et al. ∙

∙ 10/11/2022

Scaling Up Deliberation for Multilingual ASR

Multilingual end-to-end automatic speech recognition models are attracti...

0 Ke Hu, et al. ∙

∙ 06/29/2022

Improving Deliberation by Text-Only and Semi-Supervised Training

Text-only and semi-supervised training based on audio-only data has gain...

0 Ke Hu, et al. ∙

∙ 05/05/2022

Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling

User historical behaviors are proved useful for Click Through Rate (CTR)...

0 Xin Chen, et al. ∙

∙ 04/15/2022

Streaming Align-Refine for Non-autoregressive Deliberation

We propose a streaming non-autoregressive (non-AR) decoding algorithm to...

0 Weiran Wang, et al. ∙

∙ 01/18/2022

Continual Learning for CTR Prediction: A Hybrid Approach

Click-through rate(CTR) prediction is a core task in cost-per-click(CPC)...

0 Ke Hu, et al. ∙

∙ 11/25/2021

AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020

Graph Neural Networks (GNNs) have become increasingly popular and achiev...

0 Jin Xu, et al. ∙

∙ 07/06/2021

Polarized skylight orientation determination artificial neural network

This paper proposes an artificial neural network to determine orientatio...

0 Huaju Liang, et al. ∙

∙ 06/10/2021

Deep Position-wise Interaction Network for CTR Prediction

Click-through rate (CTR) prediction plays an important role in online ad...

0 Jianqiang Huang, et al. ∙

∙ 03/11/2021

Learning Word-Level Confidence For Subword End-to-End ASR

We study the problem of word-level confidence estimation in subword-base...

0 David Qiu, et al. ∙

∙ 01/27/2021

Transformer Based Deliberation for Two-Pass Speech Recognition

Interactive speech recognition systems must generate words quickly while...

0 Ke Hu, et al. ∙

∙ 11/04/2020

Realtime CNN-based Keypoint Detector with Sobel Filter and CNN-based Descriptor Trained with Keypoint Candidates

The local feature detector and descriptor are essential in many computer...

0 Xun Yuan, et al. ∙

∙ 08/13/2020

Textual Echo Cancellation

In this paper, we propose Textual Echo Cancellation (TEC) - a framework ...

0 Shaojin Ding, et al. ∙

∙ 05/28/2020

HazeDose: Design and Analysis of a Personal Air Pollution Inhaled Dose Estimation System using Wearable Sensors

Nowadays air pollution becomes one of the biggest world issues in both d...

0 Ke Hu, et al. ∙

∙ 03/28/2020

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency

Thus far, end-to-end (E2E) models have not been shown to outperform stat...

0 Tara N. Sainath, et al. ∙

∙ 03/17/2020

Deliberation Model Based Two-Pass End-to-End Speech Recognition

End-to-end (E2E) models have made rapid progress in automatic speech rec...

0 Ke Hu, et al. ∙

∙ 06/21/2019

Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models

Contextual automatic speech recognition, i.e., biasing recognition towar...

0 Ke Hu, et al. ∙

∙ 06/17/2019

Adversarial Training for Multilingual Acoustic Modeling

Multilingual training has been shown to improve acoustic modeling perfor...

0 Ke Hu, et al. ∙

∙ 08/30/2018

Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation

We reassess a recent study (Hassan et al., 2018) that claimed that machi...

0 Antonio Toral, et al. ∙

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