Improving CTC-based speech recognition via knowledge transferring from pre-trained language models Feb 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Improved Speech Enhancement with the Wave-U-Net Nov 27, 2018 Audio Source Separation Speech Enhancement
Code Code Available 5 Improved training for online end-to-end speech recognition systems Nov 6, 2017 speech-recognition Speech Recognition
Code Code Available 5 Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding Feb 10, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition May 1, 2024 Active Learning Emotion Recognition
Code Code Available 5 A Toolkit for Efficient Learning of Lexical Units for Speech Recognition May 1, 2014 Information Retrieval Language Modeling
Code Code Available 5 Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition Mar 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models Jul 16, 2024 Attribute Speaker Identification
Code Code Available 5 ImportantAug: a data augmentation agent for speech Dec 14, 2021 Data Augmentation Keyword Spotting
Code Code Available 5 A Theory of Unsupervised Speech Recognition Jun 9, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Improved acoustic-to-articulatory inversion using representations from pretrained self-supervised learning models Oct 30, 2022 Emotion Classification Self-Supervised Learning
Code Code Available 5 Intrinsic evaluation of language models for code-switching Nov 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution May 26, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Human Transcription Quality Improvement Sep 24, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Hybrid ASR for Resource-Constrained Robots: HMM - Deep Learning Fusion Sep 11, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection May 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Active Learning for Classifying 2D Grid-Based Level Completability Sep 8, 2023 Active Learning speech-recognition
Code Code Available 5 HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition Apr 13, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanism Mar 15, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 How Phonotactics Affect Multilingual and Zero-shot ASR Performance Oct 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning Apr 8, 2019 Face Recognition Image Classification
Code Code Available 5 Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks May 21, 2018 Image Classification speech-recognition
Code Code Available 5 Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers Oct 15, 2023 Decoder speech-recognition
Code Code Available 5 HK-LegiCoST: Leveraging Non-Verbatim Transcripts for Speech Translation Jun 20, 2023 Cross-corpus Sentence
Code Code Available 5 Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting Oct 18, 2017 Keyword Spotting speech-recognition
Code Code Available 5 A Transformer with Interleaved Self-attention and Convolution for Hybrid Acoustic Models Oct 23, 2019 speech-recognition Speech Recognition
Code Code Available 5 High-order Graph-based Neural Dependency Parsing Oct 1, 2015 Dependency Parsing Machine Translation
Code Code Available 5 Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition Apr 8, 2022 speech-recognition Speech Recognition
Code Code Available 5 Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval Dec 22, 2019 Retrieval speech-recognition
Code Code Available 5 Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances Feb 12, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features Nov 28, 2017 Action Recognition Activity Recognition
Code Code Available 5 Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition Jan 29, 2019 speech-recognition Speech Recognition
Code Code Available 5 Hierarchical Text Generation using an Outline Oct 20, 2018 Dialogue Generation speech-recognition
Code Code Available 5 Hybrid phonetic-neural model for correction in speech recognition systems Feb 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention Jul 1, 2018 Sentence slot-filling
Code Code Available 5 Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech Jun 18, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Greek2MathTex: A Greek Speech-to-Text Framework for LaTeX Equations Generation Dec 11, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Attention-based Multi-hypothesis Fusion for Speech Summarization Nov 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR May 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator May 30, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Guiding Frame-Level CTC Alignments Using Self-knowledge Distillation Jun 12, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task Jun 19, 2018 speech-recognition Speech Recognition
Code Code Available 5 A Survey of Deep Active Learning Aug 30, 2020 Active Learning speech-recognition
Code Code Available 5 Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory Jun 29, 2020 speech-recognition Speech Recognition
Code Code Available 5 Geometric deep learning on graphs and manifolds using mixture model CNNs Nov 25, 2016 Deep Learning Document Classification
Code Code Available 5 Generating gender-ambiguous voices for privacy-preserving speech recognition Jul 3, 2022 Attribute Generative Adversarial Network
Code Code Available 5 Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech Oct 30, 2018 Speech Recognition Voice Conversion
Code Code Available 5 Integrated Semantic and Phonetic Post-correction for Chinese Speech Recognition Nov 16, 2021 Language Modeling Language Modelling
Code Code Available 5 Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition Aug 17, 2024 Language Modeling Language Modelling
Code Code Available 5 Generative Adversarial Training Data Adaptation for Very Low-resource Automatic Speech Recognition May 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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