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Neural Network Optimization

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Papers

Transformer-based quality assessment model for generalized user-generated multimedia audio content INTERSPEECH 2022
Low-Level Physiological Implications of End-to-End Learning for Speech Recognition INTERSPEECH 2022
MSR-NV: Neural Vocoder Using Multiple Sampling Rates INTERSPEECH 2022
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models INTERSPEECH 2022
Attentive Recurrent Network for Low-Latency Active Noise Control INTERSPEECH 2022
Memory-Efficient Multi-Step Speech Enhancement with Neural ODE INTERSPEECH 2022
Improving Rare Word Recognition with LM-aware MWER Training INTERSPEECH 2022
RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion INTERSPEECH 2022
Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU INTERSPEECH 2022
Pruned RNN-T for fast, memory-efficient ASR training INTERSPEECH 2022
On the Prediction Network Architecture in RNN-T for ASR INTERSPEECH 2022
Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection INTERSPEECH 2022
Deep residual spiking neural network for keyword spotting in low-resource settings INTERSPEECH 2022
Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting INTERSPEECH 2022
Large-Scale Streaming End-to-End Speech Translation with Neural Transducers INTERSPEECH 2022
Robust Pitch Estimation Using Multi-Branch CNN-LSTM and 1-Norm LP Residual INTERSPEECH 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection INTERSPEECH 2022
Squashed Weight Distribution for Low Bit Quantization of Deep Models INTERSPEECH 2022
Relating the fundamental frequency of speech with EEG using a dilated convolutional network INTERSPEECH 2022
Transformer Networks for Non-Intrusive Speech Quality Prediction INTERSPEECH 2022
Cross-Scale Vector Quantization for Scalable Neural Speech Coding INTERSPEECH 2022
Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment INTERSPEECH 2022
Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment INTERSPEECH 2022
Local Context-aware Self-attention for Continuous Sign Language Recognition INTERSPEECH 2022
Improving Deliberation by Text-Only and Semi-Supervised Training INTERSPEECH 2022