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09/11/2023
SlideSpeech: A Large-Scale Slide-Enriched Audio-Visual Corpus
Multi-Modal automatic speech recognition (ASR) techniques aim to leverag...
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07/03/2023
Evaluation and Control Model Design of Human Factors for Autonomous Driving Systems
With the fast development of driving automation technologies, user psych...
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05/23/2023
BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR
The recently proposed serialized output training (SOT) simplifies multi-...
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05/21/2023
CASA-ASR: Context-Aware Speaker-Attributed ASR
Recently, speaker-attributed automatic speech recognition (SA-ASR) has a...
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11/03/2022
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results
This paper summarizes the outcomes from the ISCSLP 2022 Intelligent Cock...
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11/01/2022
A Comparative Study on multichannel Speaker-attributed automatic speech recognition in Multi-party Meetings
Speaker-attributed automatic speech recognition (SA-ASR) in multiparty m...
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10/17/2022
A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models
Recommendation systems are of crucial importance for a variety of modern...
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10/17/2022
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference
In this talk, we introduce Merlin HugeCTR. Merlin HugeCTR is an open sou...
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10/11/2022
MFCCA:Multi-Frame Cross-Channel attention for multi-speaker ASR in Multi-party meeting scenario
Recently cross-channel attention, which better leverages multi-channel s...
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08/20/2022
Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction
Data-driven predictive methods which can efficiently and accurately tran...
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07/09/2022
Human-centric Spatio-Temporal Video Grounding via the Combination of Mutual Matching Network and TubeDETR
In this technical report, we represent our solution for the Human-centri...
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06/24/2022
PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction
Proteins are essential component of human life and their structures are ...
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03/31/2022
A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings
In this paper, we conduct a comparative study on speaker-attributed auto...
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02/08/2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge
The ICASSP 2022 Multi-channel Multi-party Meeting Transcription Grand Ch...
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12/27/2021
Weighted and shifted BDF3 methods on variable grids for a parabolic problem
As is well known, the stability of the 3-step backward differentiation f...
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10/14/2021
Towards More Effective and Economic Sparsely-Activated Model
The sparsely-activated models have achieved great success in natural lan...
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10/14/2021
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge
Recent development of speech signal processing, such as speech recogniti...
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08/06/2021
Weighted and shifted BDF2 methods on variable grids
Variable steps implicit-explicit multistep methods for PDEs have been pr...
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04/19/2021
BDF6 SAV schemes for time-fractional Allen-Cahn dissipative systems
Recently, the error analysis of BDFk (1⩽ k⩽5) SAV (scalar auxiliary vari...
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04/10/2021
Boundary and Context Aware Training for CIF-based Non-Autoregressive End-to-end ASR
Continuous integrate-and-fire (CIF) based models, which use a soft and m...
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02/20/2021
The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods
The variety of accents has posed a big challenge to speech recognition. ...
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02/02/2021
WeNet: Production First and Production Ready End-to-End Speech Recognition Toolkit
In this paper, we present a new open source, production first and produc...
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12/24/2020
AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy
Optimizers that further adjust the scale of gradient, such as Adam, Natu...
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12/10/2020
Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition
In this paper, we present a novel two-pass approach to unify streaming a...
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11/27/2020
Eigenvalue-corrected Natural Gradient Based on a New Approximation
Using second-order optimization methods for training deep neural network...
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11/21/2020
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient
Second-order optimization methods have the ability to accelerate converg...
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11/13/2020
The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines
Automatic speech recognition (ASR) has been significantly advanced with ...
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10/25/2020
Backward difference formula: The energy technique for subdiffusion equation
Based on the equivalence of A-stability and G-stability, the energy tech...
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07/17/2020
The energy technique for the six-step BDF method
In combination with the Grenander–Szegö theorem, we observe that a relax...
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04/16/2020