GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio Jun 13, 2021 Sentence speech-recognition
Code Code Available Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech Recognition Jun 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incorporating External POS Tagger for Punctuation Restoration Jun 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Leveraging Pre-trained Language Model for Speech Sentiment Analysis Jun 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving RNN-T ASR Performance with Date-Time and Location Awareness Jun 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TASK AWARE MULTI-TASK LEARNING FOR SPEECH TO TEXT TASKS Jun 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Balanced End-to-End Monolingual pre-training for Low-Resourced Indic Languages Code-Switching Speech Recognition Jun 10, 2021 Language Modelling speech-recognition
— Unverified U2++: Unified Two-pass Bidirectional End-to-end Model for Speech Recognition Jun 10, 2021 Data Augmentation speech-recognition
— Unverified PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition Jun 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Automatic Speech Recognition: A Review Jun 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition Jun 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sequential End-to-End Intent and Slot Label Classification and Localization Jun 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition Jun 8, 2021 speech-recognition Speech Recognition
— Unverified Muddling Label Regularization: Deep Learning for Tabular Datasets Jun 8, 2021 Deep Learning Memorization
Code Code Available Data Augmentation Methods for End-to-end Speech Recognition on Distant-Talk Scenarios Jun 7, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings Jun 6, 2021 Machine Translation speech-recognition
Code Code Available Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement Jun 5, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio Jun 4, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition Jun 4, 2021 Language Modeling Language Modelling
— Unverified Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability Jun 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Discussion On the Validity of Manifold Learning Jun 3, 2021 Dimensionality Reduction speech-recognition
— Unverified Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Lightweight Adapter Tuning for Multilingual Speech Translation Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Dual Script E2E framework for Multilingual and Code-Switching ASR Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attention-based Contextual Language Model Adaptation for Speech Recognition Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving low-resource ASR performance with untranscribed out-of-domain data Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified NSYSU-MITLab團隊於福爾摩沙語音辨識競賽2020之語音辨識系統 (NSYSU-MITLab Speech Recognition System for Formosa Speech Recognition Challenge 2020) Jun 1, 2021 speech-recognition Speech Recognition
— Unverified 2020福爾摩沙臺語語音辨識比賽之初步實驗 (A Preliminary Study of Formosa Speech Recognition Challenge 2020 – Taiwanese ASR) Jun 1, 2021 speech-recognition Speech Recognition
— Unverified Highland Puebla Nahuatl Speech Translation Corpus for Endangered Language Documentation Jun 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Automatic Speech Recognition: Its Impact on the Workflowin Documenting Yoloxóchitl Mixtec Jun 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Automatic Speech Recognition Quality and Its Impact on Counselor Utterance Coding Jun 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Developing ASR for Indonesian-English Bilingual Language Teaching Jun 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Language ID Prediction from Speech Using Self-Attentive Pooling Jun 1, 2021 Language Identification speech-recognition
— Unverified End-to-end ASR to jointly predict transcriptions and linguistic annotations Jun 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Neural Acoustic Echo Canceller Optimized Using An Automatic Speech Recognizer And Large Scale Synthetic Data Jun 1, 2021 Acoustic echo cancellation Automatic Speech Recognition
— Unverified Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021 Jun 1, 2021 Data Augmentation Decoder
— Unverified Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla May 31, 2021 Deep Learning speech-recognition
Code Code Available Fine-grained Generalization Analysis of Structured Output Prediction May 31, 2021 Generalization Bounds Prediction
— Unverified Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASR May 31, 2021 All Automatic Speech Recognition
— Unverified Low-Resource Spoken Language Identification Using Self-Attentive Pooling and Deep 1D Time-Channel Separable Convolutions May 31, 2021 Language Identification speech-recognition
— Unverified Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods May 31, 2021 Articles BIG-bench Machine Learning
— Unverified Quantization and Deployment of Deep Neural Networks on Microcontrollers May 27, 2021 Activity Recognition Human Activity Recognition
Code Code Available Multitask Learning for Grapheme-to-Phoneme Conversion of Anglicisms in German Speech Recognition May 26, 2021 Grapheme-to-Phoneme Conversion speech-recognition
— Unverified Training Speech Enhancement Systems with Noisy Speech Datasets May 26, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Speech Recognition May 24, 2021 speech-recognition Speech Recognition
— Unverified FedScale: Benchmarking Model and System Performance of Federated Learning at Scale May 24, 2021 Benchmarking Federated Learning
Code Code Available A Streaming End-to-End Framework For Spoken Language Understanding May 20, 2021 Intent Detection Keyword Spotting
— Unverified Mondegreen: A Post-Processing Solution to Speech Recognition Error Correction for Voice Search Queries May 20, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Attack on practical speaker verification system using universal adversarial perturbations May 19, 2021 Real-World Adversarial Attack Room Impulse Response (RIR)
Code Code Available 