Accented Speech Recognition: A Survey Apr 21, 2021 Accented Speech Recognition Automatic Speech Recognition
— Unverified On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era Apr 20, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fusing information streams in end-to-end audio-visual speech recognition Apr 19, 2021 Audio-Visual Speech Recognition Lip Reading
— Unverified Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers Apr 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Apr 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors Apr 19, 2021 Autonomous Driving speech-recognition
— Unverified Best Practices for Noise-Based Augmentation to Improve the Performance of Deployable Speech-Based Emotion Recognition Systems Apr 18, 2021 Adversarial Attack Automatic Speech Recognition
— Unverified Multilingual and Cross-Lingual Intent Detection from Spoken Data Apr 17, 2021 Few-Shot Learning Intent Detection
— Unverified MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation Apr 17, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Keyword Spotting by capturing long-range interactions with Temporal Lambda Networks Apr 16, 2021 Keyword Spotting speech-recognition
Code Code Available Efficient and Generic 1D Dilated Convolution Layer for Deep Learning Apr 16, 2021 CPU Deep Learning
Code Code Available A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Conditional independence for pretext task selection in Self-supervised speech representation learning Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition Apr 13, 2021 Language Modeling Language Modelling
Code Code Available Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept Apr 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation Apr 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Experiments of ASR-based mispronunciation detection for children and adult English learners Apr 13, 2021 Language Modelling speech-recognition
— Unverified Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Apr 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search Apr 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures Apr 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Toolbox for Construction and Analysis of Speech Datasets Apr 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available NeMo Inverse Text Normalization: From Development To Production Apr 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Innovative Bert-based Reranking Language Models for Speech Recognition Apr 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Non-autoregressive Transformer-based End-to-end ASR using BERT Apr 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Lookup-Table Recurrent Language Models for Long Tail Speech Recognition Apr 9, 2021 GPU Language Modeling
— Unverified The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020 Apr 9, 2021 Data Augmentation Speech Enhancement
— Unverified Accented Speech Recognition Inspired by Human Perception Apr 9, 2021 Accented Speech Recognition Automatic Speech Recognition
— Unverified Language model fusion for streaming end to end speech recognition Apr 9, 2021 Language Modeling Language Modelling
— Unverified On Architectures and Training for Raw Waveform Feature Extraction in ASR Apr 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency Apr 8, 2021 speech-recognition Speech Recognition
— Unverified WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified BSTC: A Large-Scale Chinese-English Speech Translation Dataset Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RNN Transducer Models For Spoken Language Understanding Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings Apr 8, 2021 Emotion Recognition Speech Emotion Recognition
Code Code Available Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs Apr 7, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Capturing Multi-Resolution Context by Dilated Self-Attention Apr 7, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization Apr 7, 2021 Decoder Position
— Unverified Pushing the Limits of Non-Autoregressive Speech Recognition Apr 7, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Librispeech Transducer Model with Internal Language Model Prior Correction Apr 7, 2021 Language Modeling Language Modelling
Code Code Available Learning to Rank Microphones for Distant Speech Recognition Apr 6, 2021 channel selection Decoder
Code Code Available Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions Apr 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models Apr 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring Apr 6, 2021 ARC Automatic Speech Recognition
Code Code Available Dissecting User-Perceived Latency of On-Device E2E Speech Recognition Apr 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model Apr 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios Apr 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Optimal Transport-based Adaptation in Dysarthric Speech Tasks Apr 6, 2021 speech-recognition Speech Recognition
— Unverified 