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Transformers

10,397 papers

Papers per year

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Papers

Speech Enhancement with Fullband-Subband Cross-Attention Network INTERSPEECH 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
NAS-SCAE: Searching Compact Attention-based Encoders For End-to-end Automatic Speech Recognition INTERSPEECH 2022
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition INTERSPEECH 2022
Attention Weight Smoothing Using Prior Distributions for Transformer-Based End-to-End ASR INTERSPEECH 2022
Dialogue Acts Aided Important Utterance Detection Based on Multiparty and Multimodal Information INTERSPEECH 2022
Extending Compositional Attention Networks for Social Reasoning in Videos INTERSPEECH 2022
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding INTERSPEECH 2022
DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition INTERSPEECH 2022
Temporal Self Attention-Based Residual Network for Environmental Sound Classification INTERSPEECH 2022
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification INTERSPEECH 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification INTERSPEECH 2022
Event-related data conditioning for acoustic event classification INTERSPEECH 2022
A compact transformer-based GAN vocoder INTERSPEECH 2022
On Adaptive Weight Interpolation of the Hybrid Autoregressive Transducer INTERSPEECH 2022
VQ-T: RNN Transducers using Vector-Quantized Prediction Network States INTERSPEECH 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit INTERSPEECH 2022
Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR INTERSPEECH 2022
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies INTERSPEECH 2022
Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition INTERSPEECH 2022
CaTT-KWS: A Multi-stage Customized Keyword Spotting Framework based on Cascaded Transducer-Transformer INTERSPEECH 2022
Streaming Align-Refine for Non-autoregressive Deliberation INTERSPEECH 2022
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech INTERSPEECH 2022
Differential Time-frequency Log-mel Spectrogram Features for Vision Transformer Based Infant Cry Recognition INTERSPEECH 2022
Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model INTERSPEECH 2022