b'Zhuo Chen'

research

∙ 07/26/2022

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection

Visual question answering (VQA) often requires an understanding of visua...

Zhuo Chen, et al. ∙

research

∙ 07/04/2022

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

Zero-shot learning (ZSL) aims to predict unseen classes whose samples ha...

Zhuo Chen, et al. ∙

research

∙ 06/08/2022

Disentangled Ontology Embedding for Zero-shot Learning

Knowledge Graph (KG) and its variant of ontology have been widely used f...

Yuxia Geng, et al. ∙

research

∙ 04/27/2022

Ultra Fast Speech Separation Model with Teacher Student Learning

Transformer has been successfully applied to speech separation recently ...

Sanyuan Chen, et al. ∙

research

∙ 04/27/2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Recently, self-supervised learning (SSL) has demonstrated strong perform...

Sanyuan Chen, et al. ∙

research

∙ 03/30/2022

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings

This paper presents a streaming speaker-attributed automatic speech reco...

Naoyuki Kanda, et al. ∙

research

∙ 02/17/2022

Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer

Machine learning, especially deep learning, has greatly advanced molecul...

Yin Fang, et al. ∙

research

∙ 02/02/2022

Streaming Multi-Talker ASR with Token-Level Serialized Output Training

This paper proposes a token-level serialized output training (t-SOT), a ...

Naoyuki Kanda, et al. ∙

research

∙ 12/19/2021

A New Image Codec Paradigm for Human and Machine Uses

With the AI of Things (AIoT) development, a huge amount of visual data, ...

Sien Chen, et al. ∙

research

∙ 12/01/2021

Molecular Contrastive Learning with Chemical Element Knowledge Graph

Molecular representation learning contributes to multiple downstream tas...

Yin Fang, et al. ∙

research

∙ 10/28/2021

Continuous Speech Separation with Recurrent Selective Attention Network

While permutation invariant training (PIT) based continuous speech separ...

Yixuan Zhang, et al. ∙

research

∙ 10/27/2021

Separating Long-Form Speech with Group-Wise Permutation Invariant Training

Multi-talker conversational speech processing has drawn many interests f...

Wangyou Zhang, et al. ∙

research

∙ 10/26/2021

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

Self-supervised learning (SSL) achieves great success in speech recognit...

Sanyuan Chen, et al. ∙

research

∙ 10/20/2021

One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement

With the recent surge of video conferencing tools usage, providing high-...

Hassan Taherian, et al. ∙

research

∙ 10/18/2021

Personalized Speech Enhancement: New Models and Comprehensive Evaluation

Personalized speech enhancement (PSE) models utilize additional cues, su...

Sefik Emre Eskimez, et al. ∙

research

∙ 10/13/2021

All-neural beamformer for continuous speech separation

Continuous speech separation (CSS) aims to separate overlapping voices f...

Zhuohuang Zhang, et al. ∙

research

∙ 10/12/2021

UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training

Self-supervised learning (SSL) is a long-standing goal for speech proces...

Sanyuan Chen, et al. ∙

research

∙ 10/12/2021

VarArray: Array-Geometry-Agnostic Continuous Speech Separation

Continuous speech separation using a microphone array was shown to be pr...

Takuya Yoshioka, et al. ∙

research

∙ 10/07/2021

Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR

This paper presents Transcribe-to-Diarize, a new approach for neural spe...

Naoyuki Kanda, et al. ∙

research

∙ 09/17/2021

Continuous Streaming Multi-Talker ASR with Dual-path Transducers

Streaming recognition of multi-talker conversations has so far been eval...

Desh Raj, et al. ∙

research

∙ 08/04/2021

Spacetime Neural Network for High Dimensional Quantum Dynamics

We develop a spacetime neural network method with second order optimizat...

Jiangran Wang, et al. ∙

research

∙ 07/12/2021

Zero-shot Visual Question Answering using Knowledge Graph

Incorporating external knowledge to Visual Question Answering (VQA) has ...

Zhuo Chen, et al. ∙

research

∙ 07/08/2021

Collaboration of Experts: Achieving 80 100M FLOPs

In this paper, we propose a Collaboration of Experts (CoE) framework to ...

Yikang Zhang, et al. ∙

research

∙ 07/06/2021

A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio

Speaker-attributed automatic speech recognition (SA-ASR) is a task to re...

Naoyuki Kanda, et al. ∙

research

∙ 07/05/2021

Investigation of Practical Aspects of Single Channel Speech Separation for ASR

Speech separation has been successfully applied as a frontend processing...

Jian Wu, et al. ∙

research

∙ 06/29/2021

K-ZSL: Resources for Knowledge-driven Zero-shot Learning

External knowledge (a.k.a side information) plays a critical role in zer...

Yuxia Geng, et al. ∙

research

∙ 06/28/2021

Modeling and Reasoning in Event Calculus using Goal-Directed Constraint Answer Set Programming

Automated commonsense reasoning is essential for building human-like AI ...

Joaquín Arias, et al. ∙

research

∙ 06/10/2021

Lifting The Grey Curtain: A First Look at the Ecosystem of CULPRITWARE

Mobile apps are extensively involved in cyber-crimes. Some apps are malw...

Zhuo Chen, et al. ∙

research

∙ 04/08/2021

AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario

In this paper, we present AISHELL-4, a sizable real-recorded Mandarin sp...

Yihui Fu, et al. ∙

research

∙ 04/05/2021

End-to-End Speaker-Attributed ASR with Transformer

This paper presents our recent effort on end-to-end speaker-attributed a...

Naoyuki Kanda, et al. ∙

research

∙ 03/31/2021

Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone

Transcribing meetings containing overlapped speech with only a single di...

Naoyuki Kanda, et al. ∙

research

∙ 03/03/2021

Continuous Speech Separation with Ad Hoc Microphone Arrays

Speech separation has been shown effective for multi-talker speech recog...

Dongmei Wang, et al. ∙

research

∙ 02/26/2021

Knowledge-aware Zero-Shot Learning: Survey and Perspective

Zero-shot learning (ZSL) which aims at predicting classes that have neve...

Jiaoyan Chen, et al. ∙

research

∙ 02/23/2021

Dual-Path Modeling for Long Recording Speech Separation in Meetings

The continuous speech separation (CSS) is a task to separate the speech ...

Chenda Li, et al. ∙

research

∙ 02/15/2021

OntoZSL: Ontology-enhanced Zero-shot Learning

Zero-shot Learning (ZSL), which aims to predict for those classes that h...

Yuxia Geng, et al. ∙

research

∙ 01/18/2021

Gauge Invariant Autoregressive Neural Networks for Quantum Lattice Models

Gauge invariance plays a crucial role in quantum mechanics from condense...

Di Luo, et al. ∙

research

∙ 12/17/2020

Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording

Leveraging additional speaker information to facilitate speech separatio...

Cong Han, et al. ∙

research

∙ 12/16/2020

Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach

Mobile-edge computing (MEC) offloads computational tasks from wireless d...

Yizhen Xu, et al. ∙

research

∙ 11/17/2020

Rethinking the Separation Layers in Speech Separation Networks

Modules in all existing speech separation networks can be categorized in...

Yi Luo, et al. ∙

research

∙ 11/07/2020

ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration

We present ESPnet-SE, which is designed for the quick development of spe...

Chenda Li, et al. ∙

research

∙ 11/05/2020

Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription

Joint optimization of multi-channel front-end and automatic speech recog...

Xiaofei Wang, et al. ∙

research

∙ 11/03/2020

Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR

Recently, an end-to-end speaker-attributed automatic speech recognition ...

Naoyuki Kanda, et al. ∙

research

∙ 11/03/2020

Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis

Multi-speaker speech recognition of unsegmented recordings has diverse a...

Desh Raj, et al. ∙

research

∙ 10/23/2020

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer

With its strong modeling capacity that comes from a multi-head and multi...

Sanyuan Chen, et al. ∙

research

∙ 10/22/2020

Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020

This paper describes the Microsoft speaker diarization system for monaur...

Xiong Xiao, et al. ∙

research

∙ 10/20/2020

Speaker Separation Using Speaker Inventories and Estimated Speech

We propose speaker separation using speaker inventories and estimated sp...

Peidong Wang, et al. ∙

research

∙ 09/22/2020

Justifications for Goal-Directed Constraint Answer Set Programming

Ethical and legal concerns make it necessary for programs that may direc...

Joaquín Arias, et al. ∙

research

∙ 09/07/2020

An End-to-end Architecture of Online Multi-channel Speech Separation

Multi-speaker speech recognition has been one of the keychallenges in co...

Jian Wu, et al. ∙

research

∙ 08/30/2020

Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network

Recently, the state-of-the-art deep learning methods have demonstrated i...

Shuqiang Wang, et al. ∙

research

∙ 08/13/2020

Continuous Speech Separation with Conformer

Continuous speech separation plays a vital role in complicated speech re...

Sanyuan Chen, et al. ∙

Zhuo Chen

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