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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

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Papers (including subtopics)

R-Vectors: New Technique for Adaptation to Room Acoustics INTERSPEECH 2019
Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale INTERSPEECH 2019
Detecting Depression with Word-Level Multimodal Fusion INTERSPEECH 2019
x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition INTERSPEECH 2019
Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion INTERSPEECH 2019
Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice INTERSPEECH 2019
A Deep Learning Approach to Automatic Characterisation of Rhythm in Non-Native English Speech INTERSPEECH 2019
Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network INTERSPEECH 2019
Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification INTERSPEECH 2019
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity INTERSPEECH 2019
MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices INTERSPEECH 2019
Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition INTERSPEECH 2019
Environment-Dependent Attention-Driven Recurrent Convolutional Neural Network for Robust Speech Enhancement INTERSPEECH 2019
Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition INTERSPEECH 2019
Parameter Enhancement for MELP Speech Codec in Noisy Communication Environment INTERSPEECH 2019
On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters INTERSPEECH 2019
Sound Event Detection in Multichannel Audio Using Convolutional Time-Frequency-Channel Squeeze and Excitation INTERSPEECH 2019
Compression of Acoustic Event Detection Models with Quantized Distillation INTERSPEECH 2019
Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora INTERSPEECH 2019
Language Modeling with Deep Transformers INTERSPEECH 2019
An Effective Deep Embedding Learning Architecture for Speaker Verification INTERSPEECH 2019
Joint Optimization of Neural Acoustic Beamforming and Dereverberation with x-Vectors for Robust Speaker Verification INTERSPEECH 2019
A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification INTERSPEECH 2019
Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition INTERSPEECH 2019
Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition INTERSPEECH 2019