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08/29/2023
Audio Deepfake Detection: A Survey
Audio deepfake detection is an emerging active topic. A growing number o...
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08/07/2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
Current fake audio detection algorithms have achieved promising performa...
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07/17/2023
TST: Time-Sparse Transducer for Automatic Speech Recognition
End-to-end model, especially Recurrent Neural Network Transducer (RNN-T)...
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06/09/2023
Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection
Self-supervised speech models are a rapidly developing research topic in...
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06/08/2023
Adaptive Fake Audio Detection with Low-Rank Model Squeezing
The rapid advancement of spoofing algorithms necessitates the developmen...
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05/23/2023
ADD 2023: the Second Audio Deepfake Detection Challenge
Audio deepfake detection is an emerging topic in the artificial intellig...
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05/22/2023
Scaling Speech Technology to 1,000+ Languages
Expanding the language coverage of speech technology has the potential t...
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04/10/2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
ESPnet-ST-v2 is a revamp of the open-source ESPnet-ST toolkit necessitat...
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10/20/2022
Anchored Speech Recognition with Neural Transducers
Neural transducers have gained popularity in production ASR systems, ach...
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10/11/2022
Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework
Automatic breast lesion detection and classification is an important tas...
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09/30/2022
Strings And Colorings Of Topological Coding Towards Asymmetric Topology Cryptography
We, for anti-quantum computing, will discuss various number-based string...
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07/15/2022
A Consensus Algorithm Based on Risk Assessment Model for Permissioned Blockchain
Blockchain technology enables stakeholders to conduct trusted data shari...
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07/07/2022
Parameterized Colorings And Labellings Of Graphs In Topological Coding
The coming quantum computation is forcing us to reexamine the cryptosyst...
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06/23/2022
A novel adversarial learning strategy for medical image classification
Deep learning (DL) techniques have been extensively utilized for medical...
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11/18/2021
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions
It is well known that many machine learning systems demonstrate bias tow...
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10/15/2021
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet
From wearables to powerful smart devices, modern automatic speech recogn...
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10/07/2021
Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution
This paper improves the streaming transformer transducer for speech reco...
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07/23/2021
Circular arc polygons, numerical conformal mappings, and moduli of quadrilaterals
We study numerical conformal mappings of planar Jordan domains with boun...
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07/09/2021
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models
Hybrid automatic speech recognition (ASR) models are typically sequentia...
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07/06/2021
Impact of deep learning-based image super-resolution on binary signal detection
Deep learning-based image super-resolution (DL-SR) has shown great promi...
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11/09/2020
Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR
In this work, to measure the accuracy and efficiency for a latency-contr...
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05/19/2020
Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces
In this work, we first show that on the widely used LibriSpeech benchmar...
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10/23/2019
Deja-vu: Double Feature Presentation in Deep Transformer Networks
Deep acoustic models typically receive features in the first layer of th...
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10/22/2019
Transformer-based Acoustic Modeling for Hybrid Speech Recognition
We propose and evaluate transformer-based acoustic models (AMs) for hybr...
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10/02/2019
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition
There is an implicit assumption that traditional hybrid approaches for a...
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09/14/2019
Multilingual ASR with Massive Data Augmentation
Towards developing high-performing ASR for low-resource languages, appro...
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09/04/2019
Topological Coding and Topological Matrices Toward Network Overall Security
A mathematical topology with matrix is a natural representation of a cod...
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07/11/2019
Using Chinese Characters To Generate Text-Based Passwords For Information Security
Graphical passwords (GPWs) are in many areas of the current world. Topol...
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09/13/2018
Text-based Passwords Generated From Topological Graphic Passwords
Topological graphic passwords (Topsnut-gpws) are one of graph-type passw...
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07/26/2018
Topological Graphic Passwords And Their Matchings Towards Cryptography
Graphical passwords (GPWs) are convenient for mobile equipments with tou...
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04/17/2018
Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment
Automated vehicles are deemed to be the key element for the intelligent ...
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06/12/2017
Acoustic data-driven lexicon learning based on a greedy pronunciation selection framework
Speech recognition systems for irregularly-spelled languages like Englis...
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10/27/2014