The XMUSPEECH System for Accented English Automatic Speech Recognition

The XMUSPEECH System for Accented English Automatic Speech Recognition

In this paper, we present the XMUSPEECH systems for Track 2 of the Interspeech 2020 Accented English Speech Recognition Challenge (AESRC2020). Track 2 is an Automatic Speech Recognition (ASR) task where the non-native English speakers have various accents, which reduces the accuracy of the ASR syste...

Full description

Bibliographic Details
Main Authors:	Fuchuan Tong, Tao Li, Dexin Liao, Shipeng Xia, Song Li, Qingyang Hong, Lin Li
Format:	Article
Language:	English
Published:	MDPI AG 2022-01-01
Series:	Applied Sciences
Subjects:	AESRC2020 i-vector x-vector multistream CNN
Online Access:	https://www.mdpi.com/2076-3417/12/3/1478

Similar Items

Multi‐stream 3D CNN structure for human action recognition trained by limited data
by: Vahid Ashkani Chenarlogh, et al.
Published: (2019-04-01)

A Pansharpening Generative Adversarial Network with Multilevel Structure Enhancement and a Multistream Fusion Architecture
by: Liping Zhang, et al.
Published: (2021-06-01)

Utterance independent bimodal emotion recognition in spontaneous communication
by: Tao Jianhua, et al.
Published: (2011-01-01)

MAGI: Multistream Aerial Segmentation of Ground Images with Small-Scale Drones
by: Danilo Avola, et al.
Published: (2021-10-01)

Enhancing Fast TCP’s Performance Using Single TCP Connection for Parallel Traffic Flows to Prevent Head-of-Line Blocking
by: Sarfraz Ahmad, et al.
Published: (2019-01-01)

Classifying Alzheimer's Disease Using Audio and Text-Based Representations of Speech
by: R'mani Haulcy, et al.
Published: (2021-01-01)

Addressing Text-Dependent Speaker Verification Using Singing Speech
by: Yan Shi, et al.
Published: (2019-06-01)

A Hybrid of Deep CNN and Bidirectional LSTM for Automatic Speech Recognition
by: Passricha Vishal, et al.
Published: (2019-03-01)

Assessing the efficacy of benchmarks for automatic speech accent recognition
by: Benjamin Bock, et al.
Published: (2015-08-01)

Automatic speech based emotion recognition using paralinguistics features
by: J. Hook, et al.
Published: (2019-06-01)

Recognition of foreign-accented vocoded speech by native English listeners
by: Yang Jing, et al.
Published: (2023-01-01)

The applicability of the Beck Depression Inventory and Hamilton Depression Scale in the automatic recognition of depression based on speech signal processing
by: Bálint Hajduska-Dér, et al.
Published: (2022-08-01)

Early failure detection of paper manufacturing machinery using nearest neighbor‐based feature extraction
by: Wonjae Lee, et al.
Published: (2021-02-01)

Automatic Language Identification Using Speech Rhythm Features for Multi-Lingual Speech Recognition
by: Hwamin Kim, et al.
Published: (2020-03-01)

Identity Vector Extraction by Perceptual Wavelet Packet Entropy and Convolutional Neural Network for Voice Authentication
by: Lei Lei, et al.
Published: (2018-08-01)

AstigMATIC: an automatic tool for standard astigmatism vector analysis
by: Mathieu Gauvin, et al.
Published: (2018-09-01)

Validations of an alpha version of the E3 Forensic Speech Science System (E3FS3) core software tools
by: Philip Weber, et al.
Published: (2022-01-01)

Speaker Recognition from Emotional Speech Using I-vector Approach
by: MACKOVÁ Lenka, et al.
Published: (2014-05-01)

Matrix Method for Modelling of Multicomponent and Multistream Energy Systems and Installations of Thermal Power Plants
by: Barochkin A.E.
Published: (2021-11-01)

Speech Recognition of Accented Mandarin Based on Improved Conformer
by: Xing-Yao Yang, et al.
Published: (2023-04-01)

Towards Constructing HMM Structure for Speech Recognition With Deep Neural Fenonic Baseform Growing
by: Lujun Li, et al.
Published: (2021-01-01)

Gender and Age Estimation Methods Based on Speech Using Deep Neural Networks
by: Damian Kwasny, et al.
Published: (2021-07-01)

Exploring the Impact of Data Augmentation Techniques on Automatic Speech Recognition System Development: A Comparative Study
by: GALIC, J., et al.
Published: (2023-08-01)

Ensemble learning with speaker embeddings in multiple speech task stimuli for depression detection
by: Zhenyu Liu, et al.
Published: (2023-03-01)

Recognition of Arabic Accents From English Spoken Speech Using Deep Learning Approach
by: Mansoor Habbash, et al.
Published: (2024-01-01)

Automatic Recognition of Arabic Poetry Meter from Speech Signal using Long Short-term Memory and Support Vector Machine
by: Abdulbasit K. Al-Talabani
Published: (2020-04-01)

Leaves and Twigs Image Recognition Based on Deep Learning and Combined Classifier Algorithms
by: Xiaobo Sun, et al.
Published: (2023-05-01)

Improving Accuracy using The ASERLU layer in CNN-BiLSTM Architecture on Sentiment Analysis
by: Sandi Hermawan, et al.
Published: (2021-10-01)

A Hybrid Architecture for Accent-Based Automatic Speech Recognition Systems for E-Learning Environment
by: AJU Omojokun Gabriel, et al.
Published: (2022-10-01)

Prosody-Based Measures for Automatic Severity Assessment of Dysarthric Speech
by: Abner Hernandez, et al.
Published: (2020-10-01)

Human action recognition using support vector machines and 3D convolutional neural networks
by: Majd Latah
Published: (2017-03-01)

Intra-Native Accent Shared Features for Improving Neural Network-Based Accent Classification and Accent Similarity Evaluation
by: Yeshanew Ale Wubet, et al.
Published: (2023-01-01)

Refined Automatic Brain Tumor Classification Using Hybrid Convolutional Neural Networks for MRI Scans
by: Fatma E. AlTahhan, et al.
Published: (2023-02-01)

A Novel S-LDA Features for Automatic Emotion Recognition from Speech using 1-D CNN
by: Pradeep Tiwari, et al.
Published: (2022-02-01)

IoT Solutions and AI-Based Frameworks for Masked-Face and Face Recognition to Fight the COVID-19 Pandemic
by: Jamal Al-Nabulsi, et al.
Published: (2023-08-01)

A globalizáció és a kohéziós politika hatása Magyarországon a 2014-2020-as időszakban (Globalisation and the Effect of the Cohesion Policy in Hungary in 2014-2020)
by: Csaba Sarido, et al.
Published: (2016-08-01)

X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech
by: Laetitia Jeancolas, et al.
Published: (2021-02-01)

Teori medan vektor /
by: 277286 Jamingan Sadi
Published: (1990)

Hippocampus Localization Using a Two-Stage Ensemble Hough Convolutional Neural Network
by: Abol Basher, et al.
Published: (2019-01-01)

Recognition of Muscle Fatigue Status Based on Improved Wavelet Threshold and CNN-SVM
by: Junhong Wang, et al.
Published: (2020-01-01)