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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
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Papers (including subtopics)

Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work IJCNLP 2022
When Cantonese NLP Meets Pre-training: Progress and Challenges IJCNLP 2022
Speaking Rate Control of end-to-end TTS Models by Direct Manipulation of the Encoder's Output Embeddings INTERSPEECH 2022
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition INTERSPEECH 2022
Monaural Speech Enhancement Based on Spectrogram Decomposition for Convolutional Neural Network-sensitive Feature Extraction INTERSPEECH 2022
Attentive Feature Fusion for Robust Speaker Verification INTERSPEECH 2022
Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning INTERSPEECH 2022
Reliable Visualization for Deep Speaker Recognition INTERSPEECH 2022
CTFALite: Lightweight Channel-specific Temporal and Frequency Attention Mechanism for Enhancing the Speaker Embedding Extractor INTERSPEECH 2022
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models INTERSPEECH 2022
Dataset Pruning for Resource-constrained Spoofed Audio Detection INTERSPEECH 2022
Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech INTERSPEECH 2022
Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices INTERSPEECH 2022
End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment INTERSPEECH 2022
A BERT-based Language Modeling Framework INTERSPEECH 2022
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network INTERSPEECH 2022
End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation INTERSPEECH 2022
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation INTERSPEECH 2022
Joint Optimization of the Module and Sign of the Spectral Real Part Based on CRN for Speech Denoising. 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
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement INTERSPEECH 2022
Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting INTERSPEECH 2022
RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection INTERSPEECH 2022
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification INTERSPEECH 2022