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Transformers

9,294 papers

Papers per year

Papers

Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation INTERSPEECH 2022
Regularizing Transformer-based Acoustic Models by Penalizing Attention Weights INTERSPEECH 2022
M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation INTERSPEECH 2022
Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms INTERSPEECH 2022
Probing speech emotion recognition transformers for linguistic knowledge INTERSPEECH 2022
Positional Encoding for Capturing Modality Specific Cadence for Emotion Detection INTERSPEECH 2022
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification INTERSPEECH 2022
ByT5 model for massively multilingual grapheme-to-phoneme conversion INTERSPEECH 2022
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022
SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation INTERSPEECH 2022
A BERT-based Language Modeling Framework INTERSPEECH 2022
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network INTERSPEECH 2022
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis INTERSPEECH 2022
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation INTERSPEECH 2022
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