Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers Feb 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ADIMA: Abuse Detection In Multilingual Audio Feb 16, 2022 Abuse Detection Automatic Speech Recognition
Code Code Available Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition Feb 15, 2022 Audio-Visual Speech Recognition Lipreading
— Unverified Multi-style Training for South African Call Centre Audio Feb 15, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme Feb 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference Feb 14, 2022 Quantization speech-recognition
— Unverified Multimodal Depression Classification Using Articulatory Coordination Features And Hierarchical Attention Based Text Embeddings Feb 13, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder Feb 12, 2022 Decoder Language Modeling
— Unverified 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 Ultra-low Power Always-on Intelligent and Connected SNN-based System for Multimedia IoT-enabled Applications Feb 10, 2022 speech-recognition Speech Recognition
— Unverified The Volcspeech system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge Feb 9, 2022 Data Augmentation Language Modelling
— Unverified A two-step approach to leverage contextual data: speech recognition in air-traffic communications Feb 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enhancing ASR for Stuttered Speech with Limited Data Using Detect and Pass Feb 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified T-NGA: Temporal Network Grafting Algorithm for Learning to Process Spiking Audio Sensor Events Feb 7, 2022 speech-recognition Speech Recognition
— Unverified Polyphonic pitch detection with convolutional recurrent neural networks Feb 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge Feb 4, 2022 Action Detection Activity Detection
— Unverified Joint Speech Recognition and Audio Captioning Feb 3, 2022 AudioCaps Audio captioning
— Unverified The RoyalFlush System of Speech Recognition for M2MeT Challenge Feb 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ASR-Aware End-to-end Neural Diarization Feb 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RescoreBERT: Discriminative Speech Recognition Rescoring with BERT Feb 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Error Correction in ASR using Sequence-to-Sequence Models Feb 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified BEA-Base: A Benchmark for ASR of Spontaneous Hungarian Feb 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified XLSR53 Wav2Vec2 Portuguese by Orlem Santos Feb 1, 2022 Speech Recognition
Code Code Available Language Dependencies in Adversarial Attacks on Speech Recognition Systems Feb 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Visualizing Automatic Speech Recognition -- Means for a Better Understanding? Feb 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy Jan 31, 2022 AutoML image-classification
— Unverified Improving End-to-End Models for Set Prediction in Spoken Language Understanding Jan 28, 2022 Data Augmentation Decoder
— Unverified Reducing language context confusion for end-to-end code-switching automatic speech recognition Jan 28, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural-FST Class Language Model for End-to-End Speech Recognition Jan 28, 2022 Language Modeling Language Modelling
— Unverified Star Temporal Classification: Sequence Classification with Partially Labeled Data Jan 28, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Synthesizing Dysarthric Speech Using Multi-talker TTS for Dysarthric Speech Recognition Jan 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition Jan 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Effectiveness of Pinyin-Character Dual-Decoding for End-to-End Mandarin Chinese ASR Jan 26, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition Jan 26, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR Jan 26, 2022 Decoder Language Modeling
— Unverified The Norwegian Parliamentary Speech Corpus Jan 26, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models Jan 25, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Run-and-back stitch search: novel block synchronous decoding for streaming encoder-decoder ASR Jan 25, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving the fusion of acoustic and text representations in RNN-T Jan 25, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Multi-Person Video Jan 25, 2022 Audio-Visual Speech Recognition Automatic Speech Recognition
— Unverified Investigation of Deep Neural Network Acoustic Modelling Approaches for Low Resource Accented Mandarin Speech Recognition Jan 24, 2022 Acoustic Modelling speech-recognition
— Unverified Data and knowledge-driven approaches for multilingual training to improve the performance of speech recognition systems of Indian languages Jan 24, 2022 speech-recognition Speech Recognition
— Unverified PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays Jan 24, 2022 channel selection speech-recognition
— Unverified Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Jan 24, 2022 speech-recognition Speech Recognition
— Unverified Endpoint Detection for Streaming End-to-End Multi-talker ASR Jan 24, 2022 Sentence speech-recognition
— Unverified A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition Jan 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer Jan 22, 2022 image-classification Image Classification
— Unverified Human and Automatic Speech Recognition Performance on German Oral History Interviews Jan 18, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified How Bad Are Artifacts?: Analyzing the Impact of Speech Enhancement Errors on ASR Jan 18, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DUAL: Textless Spoken Question Answering with Speech Discrete Unit Adaptive Learning Jan 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 