E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR Apr 22, 2022 Form Sentence
— Unverified WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment Apr 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Training of Neural Transducer for Speech Recognition Apr 22, 2022 GPU speech-recognition
— Unverified Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems Apr 20, 2022 Anomaly Detection image-classification
— Unverified Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking Apr 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation Apr 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition Apr 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Automated speech tools for helping communities process restricted-access corpora for language revival efforts Apr 15, 2022 Action Detection Activity Detection
— Unverified Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features Apr 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes Apr 13, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition Apr 13, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Study of Indian English Pronunciation Variabilities relative to Received Pronunciation Apr 13, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Self-critical Sequence Training for Automatic Speech Recognition Apr 13, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction Apr 12, 2022 speech-recognition Speech Recognition
— Unverified ASR in German: A Detailed Error Analysis Apr 12, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multistream neural architectures for cued-speech recognition using a pre-trained visual feature extractor and constrained CTC decoding Apr 11, 2022 Decoder Lipreading
— Unverified Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data Apr 11, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unified Speech-Text Pre-training for Speech Translation and Recognition Apr 11, 2022 Decoder speech-recognition
— Unverified Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification Apr 10, 2022 Classification feature selection
— Unverified Adding Connectionist Temporal Summarization into Conformer to Improve Its Decoder Efficiency For Speech Recognition Apr 8, 2022 Decoder speech-recognition
— Unverified Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction Apr 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser Apr 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition Apr 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition Apr 8, 2022 speech-recognition Speech Recognition
Code Code Available Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition Apr 8, 2022 Action Detection Activity Detection
— Unverified Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners Apr 8, 2022 Prediction Speech Enhancement
Code Code Available Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic Model Apr 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 Apr 7, 2022 Multi-Task Learning speech-recognition
— Unverified MAESTRO: Matched Speech Text Representations through Modality Matching Apr 7, 2022 Language Modelling Self-Supervised Learning
— Unverified Enabling All In-Edge Deep Learning: A Literature Review Apr 7, 2022 All Deep Learning
— Unverified Successes and critical failures of neural networks in capturing human-like speech recognition Apr 6, 2022 speech-recognition Speech Recognition
— Unverified A survey on recently proposed activation functions for Deep Learning Apr 6, 2022 Deep Learning speech-recognition
— Unverified Simple and Effective Unsupervised Speech Synthesis Apr 6, 2022 speech-recognition Speech Recognition
— Unverified A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition Apr 6, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation Apr 6, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Emotional Speech Recognition with Pre-trained Deep Visual Models Apr 6, 2022 Emotion Recognition speech-recognition
Code Code Available A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Data Selection via Discrete Speech Representation for ASR Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective Apr 5, 2022 Disentanglement Representation Learning
— Unverified Towards End-to-end Unsupervised Speech Recognition Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio-visual multi-channel speech separation, dereverberation and recognition Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning Apr 5, 2022 Adversarial Attack Adversarial Robustness
— Unverified Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Analysis of Semantically-Aligned Speech-Text Embeddings Apr 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deliberation Model for On-Device Spoken Language Understanding Apr 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices Apr 4, 2022 Speaker Verification speech-recognition
— Unverified Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition Apr 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems Apr 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Speech Based End-to-End Automated Speech Recognition (ASR) for Indian-English Accents Apr 3, 2022 speech-recognition Speech Recognition
— Unverified Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Apr 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 