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Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

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Papers (including subtopics)

Evaluating Automatic Topic Segmentation as a Segment Retrieval Task INTERSPEECH 2017
A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings INTERSPEECH 2017
Predicting Automatic Speech Recognition Performance Over Communication Channels from Instrumental Speech Quality and Intelligibility Scores INTERSPEECH 2017
Listening in the Dips: Comparing Relevant Features for Speech Recognition in Humans and Machines INTERSPEECH 2017
Mel-Cepstral Distortion of German Vowels in Different Information Density Contexts INTERSPEECH 2017
An Ultrasound Study of Alveolar and Retroflex Consonants in Arrernte: Stressed and Unstressed Syllables INTERSPEECH 2017
What do Finnish and Central Bavarian Have in Common? Towards an Acoustically Based Quantity Typology INTERSPEECH 2017
Locating Burst Onsets Using SFF Envelope and Phase Information INTERSPEECH 2017
A Preliminary Phonetic Investigation of Alphabetic Words in Mandarin Chinese INTERSPEECH 2017
Audio Scene Classification with Deep Recurrent Neural Networks INTERSPEECH 2017
Classification-Based Detection of Glottal Closure Instants from Speech Signals INTERSPEECH 2017
A Domain Knowledge-Assisted Nonlinear Model for Head-Related Transfer Functions Based on Bottleneck Deep Neural Network INTERSPEECH 2017
Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling INTERSPEECH 2017
Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features INTERSPEECH 2017
Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging INTERSPEECH 2017
An Audio Based Piano Performance Evaluation Method Using Deep Neural Network Based Acoustic Modeling INTERSPEECH 2017
Music Tempo Estimation Using Sub-Band Synchrony INTERSPEECH 2017
A Note Based Query By Humming System Using Convolutional Neural Network INTERSPEECH 2017
Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification INTERSPEECH 2017
Manual and Automatic Transcriptions in Dementia Detection from Speech INTERSPEECH 2017
An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks INTERSPEECH 2017
Cross-Database Models for the Classification of Dysarthria Presence INTERSPEECH 2017
Acoustic Evaluation of Nasality in Cerebellar Syndromes INTERSPEECH 2017
Phonological Markers of Oxytocin and MDMA Ingestion INTERSPEECH 2017
An Avatar-Based System for Identifying Individuals Likely to Develop Dementia INTERSPEECH 2017