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09/15/2023
Towards Word-Level End-to-End Neural Speaker Diarization with Auxiliary Network
While standard speaker diarization attempts to answer the question "who ...
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09/14/2023
USM-SCD: Multilingual Speaker Change Detection Based on Large Pretrained Foundation Models
We introduce a multilingual speaker change detection model (USM-SCD) tha...
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05/24/2023
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts
The answering quality of an aligned large language model (LLM) can be dr...
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05/23/2023
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation
Existing autoregressive models follow the two-stage generation paradigm ...
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04/01/2023
Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers
Relation prediction on knowledge graphs (KGs) is a key research topic. D...
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03/24/2023
kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference
In-Context Learning (ICL), which formulates target tasks as prompt compl...
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11/23/2022
CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
Capitalizing on the recent advances in image generation models, existing...
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11/11/2022
Augmenting Transformer-Transducer Based Speaker Change Detection With Token-Level Training Loss
In this work we propose a novel token-based training strategy that impro...
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11/11/2022
Exploring Sequence-to-Sequence Transformer-Transducer Models for Keyword Spotting
In this paper, we present a novel approach to adapt a sequence-to-sequen...
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10/25/2022
Highly Efficient Real-Time Streaming and Fully On-Device Speaker Diarization with Multi-Stage Clustering
While recent research advances in speaker diarization mostly focus on im...
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10/20/2022
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity
Chinese spelling check (CSC) is a fundamental NLP task that detects and ...
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09/14/2022
A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation
Recent work has shown that it is possible to train a single model to per...
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09/03/2022
DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation
Text-to-image generation aims at generating realistic images which are s...
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07/19/2022
Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation
Morphable models are essential for the statistical modeling of 3D faces....
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06/16/2022
Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
Capitalizing on the recent advances in image generation models, existing...
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04/08/2022
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition
Personalization of on-device speech recognition (ASR) has seen explosive...
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03/25/2022
Fast fluorescence lifetime imaging analysis via extreme learning machine
We present a fast and accurate analytical method for fluorescence lifeti...
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03/24/2022
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory
Driving 3D characters to dance following a piece of music is highly chal...
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03/10/2022
Parameter-Free Attentive Scoring for Speaker Verification
This paper presents a novel study of parameter-free attentive scoring fo...
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02/24/2022
Closing the Gap between Single-User and Multi-User VoiceFilter-Lite
VoiceFilter-Lite is a speaker-conditioned voice separation model that pl...
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02/24/2022
Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form Speech
In this paper, we introduce a novel language identification system based...
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01/11/2022
CVSS Corpus and Massively Multilingual Speech-to-Speech Translation
We introduce CVSS, a massively multilingual-to-English speech-to-speech ...
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11/18/2021
A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation
We present a frontend for improving robustness of automatic speech recog...
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10/30/2021
Cross-attention conformer for context modeling in speech enhancement for ASR
This work introduces cross-attention conformer, an attention-based archi...
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10/15/2021
Stability and dynamical transition of a electrically conducting rotating fluid
In this article, we aim to study the stability and dynamic transition of...
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10/14/2021
Building Chinese Biomedical Language Models via Multi-Level Text Discrimination
Pre-trained language models (PLMs), such as BERT and GPT, have revolutio...
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09/23/2021
Turn-to-Diarize: Online Speaker Diarization Constrained by Transformer Transducer Speaker Turn Detection
In this paper, we present a novel speaker diarization system for streami...
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08/11/2021
Learning Oculomotor Behaviors from Scanpath
Identifying oculomotor behaviors relevant for eye-tracking applications ...
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07/02/2021
Multi-user VoiceFilter-Lite via Attentive Speaker Embedding
In this paper, we propose a solution to allow speaker conditioned speech...
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05/18/2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach
Link prediction on knowledge graphs (KGs) is a key research topic. Previ...
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05/06/2021
Inverting Generative Adversarial Renderer for Face Reconstruction
Given a monocular face image as input, 3D face geometry reconstruction a...
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04/28/2021
Personalized Keyphrase Detection using Speaker and Environment Information
In this paper, we introduce a streaming keyphrase detection system that ...
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04/05/2021
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System
In this paper, we describe SpeakerStew - a hybrid system to perform spea...
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04/05/2021
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition
Many neural network speaker recognition systems model each speaker using...
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02/20/2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction
Entities, as the essential elements in relation extraction tasks, exhibi...
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11/24/2020
Synth2Aug: Cross-domain speaker recognition with TTS synthesized speech
In recent years, Text-To-Speech (TTS) has been used as a data augmentati...
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09/09/2020
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition
We introduce VoiceFilter-Lite, a single-channel source separation model ...
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08/13/2020
Textual Echo Cancellation
In this paper, we propose Textual Echo Cancellation (TEC) - a framework ...
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07/23/2020
Version Control of Speaker Recognition Systems
This paper discusses one of the most challenging practical engineering p...
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07/12/2020
A Comparative Study on Polyp Classification using Convolutional Neural Networks
Colorectal cancer is the third most common cancer diagnosed in both men ...
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06/21/2020
Fast and Accurate: Structure Coherence Component for Face Alignment
In this paper, we propose a fast and accurate coordinate regression meth...
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11/06/2019
CoKE: Contextualized Knowledge Graph Embedding
Knowledge graph embedding, which projects symbolic entities and relation...
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11/05/2019
The ASVspoof 2019 database
Automatic speaker verification (ASV) is one of the most natural and conv...
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10/26/2019
FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos
Recently, facial landmark detection algorithms have achieved remarkable ...
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08/20/2019
Make a Face: Towards Arbitrary High Fidelity Face Manipulation
Recent studies have shown remarkable success in face manipulation task w...
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08/12/2019
Personal VAD: Speaker-Conditioned Voice Activity Detection
In this paper, we propose "personal VAD", a system to detect the voice a...
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11/29/2018
Tuplemax Loss for Language Identification
In many scenarios of a language identification task, the user will speci...
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10/16/2018
A Time-domain Analog Weighted-sum Calculation Model for Extremely Low Power VLSI Implementation of Multi-layer Neural Networks
A time-domain analog weighted-sum calculation model is proposed based on...
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10/11/2018
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking
In this paper, we present a novel system that separates the voice of a t...
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10/10/2018
