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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)

Convolutional Neural Networks with Data Augmentation for Classifying Speakers’ Native Language INTERSPEECH 2016
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification INTERSPEECH 2016
Exploiting Phone Log-Likelihood Ratio Features for the Detection of the Native Language of Non-Native English Speakers INTERSPEECH 2016
Determining Native Language and Deception Using Phonetic Features and Classifier Combination INTERSPEECH 2016
The INTERSPEECH 2016 Computational Paralinguistics Challenge: A Summary of Results INTERSPEECH 2016
Deep Bidirectional LSTM Modeling of Timbre and Prosody for Emotional Voice Conversion INTERSPEECH 2016
A Template-Based Approach for Speech Synthesis Intonation Generation Using LSTMs INTERSPEECH 2016
Analyzing the Relation Between Overall Quality and the Quality of Individual Phases in a Telephone Conversation INTERSPEECH 2016
Disfluency Detection Using a Bidirectional LSTM INTERSPEECH 2016
Sentence Boundary Detection Based on Parallel Lexical and Acoustic Models INTERSPEECH 2016
Better Evaluation of ASR in Speech Translation Context Using Word Embeddings INTERSPEECH 2016
Semi-Coupled Dictionary Based Automatic Bandwidth Extension Approach for Enhancing Children’s ASR INTERSPEECH 2016
Bird Song Synthesis Based on Hidden Markov Models INTERSPEECH 2016
Noise-Robust Hidden Markov Models for Limited Training Data for Within-Species Bird Phrase Classification INTERSPEECH 2016
Individual Identity in Songbirds: Signal Representations and Metric Learning for Locating the Information in Complex Corvid Calls INTERSPEECH 2016
Recognition of Multiple Bird Species Based on Penalised Maximum Likelihood and HMM-Based Modelling of Individual Vocalisation Elements INTERSPEECH 2016
Cost Effective Acoustic Monitoring of Bird Species INTERSPEECH 2016
Feature Learning and Automatic Segmentation for Dolphin Communication Analysis INTERSPEECH 2016
Robust Detection of Multiple Bioacoustic Events with Repetitive Structures INTERSPEECH 2016
Deep Neural Networks for Voice Quality Assessment Based on the GRBAS Scale INTERSPEECH 2016
Automated Screening of Speech Development Issues in Children by Identifying Phonological Error Patterns INTERSPEECH 2016
Automatic Pronunciation Evaluation of Non-Native Mandarin Tone by Using Multi-Level Confidence Measures INTERSPEECH 2016
Detection of Total Syllables and Canonical Syllables in Infant Vocalizations INTERSPEECH 2016
Pronunciation Assessment of Japanese Learners of French with GOP Scores and Phonetic Information INTERSPEECH 2016
Pronunciation Error Detection for New Language Learners INTERSPEECH 2016