An Investigation of Enhancing CTC Model for Triggered Attention-based Streaming ASR Oct 20, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AequeVox: Automated Fairness Testing of Speech Recognition Systems Oct 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Speech Pattern based Black-box Model Watermarking for Automatic Speech Recognition Oct 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ViraPart: A Text Refinement Framework for Automatic Speech Recognition and Natural Language Processing Tasks in Persian Oct 18, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Automatic Learning of Subword Dependent Model Scales Oct 18, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Analysis of French Phonetic Idiosyncrasies for Accent Recognition Oct 18, 2021 Multi-class Classification speech-recognition
Code Code Available Similarity-and-Independence-Aware Beamformer with Iterative Casting and Boost Start for Target Source Extraction Using Reference Oct 18, 2021 Speech Enhancement speech-recognition
— Unverified Intent Classification Using Pre-trained Language Agnostic Embeddings For Low Resource Languages Oct 18, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Personalized Speech Enhancement: New Models and Comprehensive Evaluation Oct 18, 2021 Speech Enhancement speech-recognition
— Unverified Efficient Sequence Training of Attention Models using Approximative Recombination Oct 18, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified OkwuGbé: End-to-End Speech Recognition for Fon and Igbo Oct 16, 2021 Machine Translation speech-recognition
— Unverified Towards Robust Waveform-Based Acoustic Models Oct 16, 2021 Data Augmentation Inductive Bias
— Unverified A Unified Speaker Adaptation Approach for ASR Oct 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet Oct 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multilingual Speech Recognition using Knowledge Transfer across Learning Processes Oct 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Identity Preserving Normal to Dysarthric Voice Conversion Oct 15, 2021 Data Augmentation Decision Making
— Unverified Scribosermo: Fast Speech-to-Text models for German and other Languages Oct 15, 2021 Speech Recognition Speech-to-Text
Code Code Available Advances and Challenges in Deep Lip Reading Oct 15, 2021 Deep Learning Lip Reading
— Unverified Sub-word Level Lip Reading With Visual Attention Oct 14, 2021 Audio-Visual Active Speaker Detection Automatic Speech Recognition
— Unverified Identifying Introductions in Podcast Episodes from Automatically Generated Transcripts Oct 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Prompt-tuning in ASR systems for efficient domain-adaptation Oct 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Perception Point: Identifying Critical Learning Periods in Speech for Bilingual Networks Oct 13, 2021 Lip Reading speech-recognition
— Unverified All-neural beamformer for continuous speech separation Oct 13, 2021 All Automatic Speech Recognition
— Unverified Continual learning using lattice-free MMI for speech recognition Oct 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On Language Model Integration for RNN Transducer based Speech Recognition Oct 13, 2021 Language Modeling Language Modelling
— Unverified Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models Oct 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Modal Pre-Training for Automated Speech Recognition Oct 12, 2021 Language Modeling Language Modelling
— Unverified Word Order Does Not Matter For Speech Recognition Oct 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech Summarization using Restricted Self-Attention Oct 12, 2021 Document Summarization speech-recognition
— Unverified SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Partial Variable Training for Efficient On-Device Federated Learning Oct 11, 2021 Federated Learning speech-recognition
— Unverified Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain Oct 10, 2021 speech-recognition Speech Recognition
— Unverified DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation Oct 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition Oct 10, 2021 speech-recognition Speech Recognition
— Unverified Towards High-fidelity Singing Voice Conversion with Acoustic Reference and Contrastive Predictive Coding Oct 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Data Augmentation with Locally-time Reversed Speech for Automatic Speech Recognition Oct 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Oct 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets Oct 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition Oct 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Input Length Matters: Improving RNN-T and MWER Training for Long-form Telephony Speech Recognition Oct 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask Oct 8, 2021 Pseudo Label Representation Learning
— Unverified Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units Oct 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Genetic Programming Approach To Zero-Shot Neural Architecture Ranking Oct 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition Oct 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training Oct 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees Oct 8, 2021 Decoder speech-recognition
— Unverified 