awesome-topic-segmentation
awesome-topic-segmentation copied to clipboard
Published
20 hours ago •
sedflix
sedflix
(yet another not really) awesome topic/text segmentation list
Awesome Topic Segmentation
List of Papers
Overview of Topic Segmentation
- Application of Topic Segmentation in Audiovisual Information Retrieval
- Book: Spoken-Language-Understanding-Systems-for-Extracting-Semantic-Information-from-Speech
Segmentation
- Attention-Based Neural Text Segmentation: 2018 : Code
- C-HTS: A Concept-based Hierarchical Text Segmentation approach: 2018 : Code
- Text Segmentation based on Semantic Word Embeddings: 2017 : Code
- Text Segmentation as a Supervised Learning Task : Code
- Topic Segmentation with a Structured Topic Model
- Unsupervised Text Segmentation Using Semantic Relatedness Graphs: 2016
- Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion: after bayes : Code
These MIT guys
- Bayesian Unsupervised Topic Segmentation: 2008 : Code
- Minimum Cut Model for Spoken Lecture Segmentation: 2006
- Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input: 2007
- Gestural Cohesion for Topic Segmentation: 2008
Speech Specific Segmentation
- Discriminative Topic Segmentation of Text and Speech: 2010
- Topic segmentation in ASR transcripts using bidirectional rnns for change detection: 2017
- Enhancing lexical cohesion measure with confidence measures, semantic relations and language model interpolation for multimedia spoken content topic segmentation
- Combining Words and Speech Prosody for Automatic Topic Segmentation
- Book: Rajiv Shah Roger Zimmermann Multimodal Analysis of User-Generated Multimedia Content Contains Video Lecture Segmentation Pipeline using Video + Transcript
- Petra Galuščáková: Information retrieval and navigation in audio-visual archives
Coherence
- Learning to Rank Semantic Coherence for Topic Segmentation: 2017
- Text Coherence Analysis Based on Deep Neural Network: 2017
- Sentence Ordering and Coherence Modeling using Recurrent Neural Networks: 2016
- Learning Semantically Coherent and Reusable Kernels in Convolution
- Neural Nets for Sentence Classification: 2016
Cool Stuffs
- http://vis.berkeley.edu/papers/videodigests/ : VideoDigest
- http://ufallab.ms.mff.cuni.cz/~saleh/do/ : VideoSearch
- Optimizing Temporal Topic Segmentation for Intelligent Text Visualization
sedflix