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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)

Temporal coding with magnitude-phase regularization for sound event detection INTERSPEECH 2022
A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS INTERSPEECH 2022
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT INTERSPEECH 2022
4-bit Conformer with Native Quantization Aware Training for Speech Recognition INTERSPEECH 2022
Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model INTERSPEECH 2022
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech INTERSPEECH 2022
Deep Sparse Conformer for Speech Recognition INTERSPEECH 2022
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus INTERSPEECH 2022
Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification INTERSPEECH 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale INTERSPEECH 2022
Attention-based conditioning methods using variable frame rate for style-robust speaker verification INTERSPEECH 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification INTERSPEECH 2022
MAE-AST: Masked Autoencoding Audio Spectrogram Transformer INTERSPEECH 2022
VoiceMe: Personalized voice generation in TTS INTERSPEECH 2022
Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning INTERSPEECH 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems INTERSPEECH 2022
Efficient Training of Audio Transformers with Patchout INTERSPEECH 2022
On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement INTERSPEECH 2022
Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction INTERSPEECH 2022
Deep Audio Waveform Prior INTERSPEECH 2022
Unify and Conquer: How Phonetic Feature Representation Affects Polyglot Text-To-Speech (TTS) INTERSPEECH 2022
Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer INTERSPEECH 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition INTERSPEECH 2022
W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition INTERSPEECH 2022