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Transformers

10,397 papers

Papers per year

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Papers

Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios INTERSPEECH 2021
PILOT: Introducing Transformers for Probabilistic Sound Event Localization INTERSPEECH 2021
NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets INTERSPEECH 2021
AlloST: Low-Resource Speech Translation Without Source Transcription INTERSPEECH 2021
Weakly-Supervised Speech-to-Text Mapping with Visually Connected Non-Parallel Speech-Text Data Using Cyclic Partially-Aligned Transformer INTERSPEECH 2021
Optimally Encoding Inductive Biases into the Transformer Improves End-to-End Speech Translation INTERSPEECH 2021
SRI-B End-to-End System for Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages INTERSPEECH 2021
Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASR INTERSPEECH 2021
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models INTERSPEECH 2021
Unified Autoregressive Modeling for Joint End-to-End Multi-Talker Overlapped Speech Recognition and Speaker Attribute Estimation INTERSPEECH 2021
SE-Conformer: Time-Domain Speech Enhancement Using Conformer INTERSPEECH 2021
Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition INTERSPEECH 2021
Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models INTERSPEECH 2021
Identifying Cognitive Impairment Using Sentence Representation Vectors INTERSPEECH 2021
Automatic Lip-Reading with Hierarchical Pyramidal Convolution and Self-Attention for Image Sequences with No Word Boundaries INTERSPEECH 2021
Ultra Fast Speech Separation Model with Teacher Student Learning INTERSPEECH 2021
End-to-End Neural Diarization: From Transformer to Conformer INTERSPEECH 2021
Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering INTERSPEECH 2021
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection INTERSPEECH 2021
Improving Multilingual Transformer Transducer Models by Reducing Language Confusions INTERSPEECH 2021
Arabic Code-Switching Speech Recognition Using Monolingual Data INTERSPEECH 2021
Neural Speaker Extraction with Speaker-Speech Cross-Attention Network INTERSPEECH 2021
Federated Learning with Dynamic Transformer for Text to Speech INTERSPEECH 2021
Hierarchical Context-Aware Transformers for Non-Autoregressive Text to Speech INTERSPEECH 2021
Towards Automatic Speech to Sign Language Generation INTERSPEECH 2021