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Model Architecture

4,351 papers

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Papers

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
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
A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS 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
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
Attention-based conditioning methods using variable frame rate for style-robust speaker verification 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
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
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
On-demand compute reduction with stochastic wav2vec 2.0 INTERSPEECH 2022
On-the-fly ASR Corrections with Audio Exemplars INTERSPEECH 2022
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition INTERSPEECH 2022
Deep Learning for Prosody-Based Irony Classification in Spontaneous Speech INTERSPEECH 2022
iCNN-Transformer: An improved CNN-Transformer with Channel-spatial Attention and Keyword Prediction for Automated Audio Captioning INTERSPEECH 2022