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Optimization

14,983 papers

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Papers

Denoising Word Embeddings by Averaging in a Shared Space IJCNLP 2021
Speed up Training with Variable Length Inputs by Efficient Batching Strategies INTERSPEECH 2021
Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays INTERSPEECH 2021
A Deep and Recurrent Architecture for Primate Vocalization Classification INTERSPEECH 2021
Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model INTERSPEECH 2021
Minimum-Norm Differential Beamforming for Linear Array with Directional Microphones INTERSPEECH 2021
The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio INTERSPEECH 2021
Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network INTERSPEECH 2021
Noise Robust Pitch Stylization Using Minimum Mean Absolute Error Criterion INTERSPEECH 2021
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models INTERSPEECH 2021
A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification INTERSPEECH 2021
QISTA-Net-Audio: Audio Super-Resolution via Non-Convex ℓ_q-Norm Minimization INTERSPEECH 2021
Reducing Exposure Bias in Training Recurrent Neural Network Transducers INTERSPEECH 2021
StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR INTERSPEECH 2021
On Sampling-Based Training Criteria for Neural Language Modeling INTERSPEECH 2021
Sound Source Localization with Majorization Minimization INTERSPEECH 2021
Far-Field Speaker Localization and Adaptive GLMB Tracking INTERSPEECH 2021
Subtitle Translation as Markup Translation INTERSPEECH 2021
Log-Likelihood-Ratio Cost Function as Objective Loss for Speaker Verification Systems INTERSPEECH 2021
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion INTERSPEECH 2021
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models INTERSPEECH 2021
Model-Agnostic Fast Adaptive Multi-Objective Balancing Algorithm for Multilingual Automatic Speech Recognition Model Training INTERSPEECH 2021
Single-Channel Speech Enhancement Using Learnable Loss Mixup INTERSPEECH 2021
A Maximum Likelihood Approach to SNR-Progressive Learning Using Generalized Gaussian Distribution for LSTM-Based Speech Enhancement INTERSPEECH 2021
Ultra Fast Speech Separation Model with Teacher Student Learning INTERSPEECH 2021