LSM (Latent Semantic Mapping)


Latent Semantic Mapping

See also:

Grammatico-Semantic Analysis | Latent Semantic & Dialog Systems 2011 | LSA (Latent Semantic Analysis) & Dialog Systems | LSI (Latent Semantic Indexing) & Dialog Systems | MultiNet (Multilayered Extended Semantic Networks) | PLSA (Probabilistic Latent Semantic Analysis) & Dialog Systems | Question Semantic Representation (QSR) | Semantic Grammars & Dialog Systems | Semantic Networks & Dialog Systems | Semantic Tags & Dialog Systems | Semantic Web Reasoning | SemanticQA


Latent semantic mapping [information retrieval] JR Bellegarda – Signal Processing Magazine, IEEE, 2005 – ieeexplore.ieee.org Abstract This article has described LSM, a data-driven framework for modeling globally  meaningful relationships implicit in large volumes of data. LSM generalizes a paradigm  originally developed to capture hidden word patterns in a text document corpus. Over the … Cited by 79 – Related articles – BL Direct – All 3 versions

[PDF] Fairy tale corpus organization using latent semantic mapping and an item-to-item top-n recommendation algorithm [PDF] from nectec.or.th PV Lobo… – Language Resources and Evaluation …, 2010 – lexitron.nectec.or.th Abstract In this paper we present a fairy tale corpus that was semantically organized and  tagged. The proposed method uses latent semantic mapping to represent the stories and a  top-n item-to-item recommendation algorithm to define clusters of similar stories. Each … Cited by 3 – Related articles – View as HTML – All 3 versions

Latent semantic mapping: Principles & applications JR Bellegarda – Synthesis Lectures on Speech and Audio …, 2007 – morganclaypool.com Abstract Latent semantic mapping (LSM) is a generalization of latent semantic analysis  (LSA), a paradigm originally developed to capture hidden word patterns in a text document  corpus. In information retrieval, LSA enables retrieval on the basis of conceptual content, … Cited by 22 – Related articles – Library Search – All 3 versions

Audio Clips Content Comparison Using Latent Semantic Indexing K Biatov, J Koehler… – Semantic Computing, 2009 …, 2009 – ieeexplore.ieee.org … 41, pp. 391-407, 1990. [6] S. Dumas, “Latent semantic indexing (LSI) and TREC-2”, in Proceedings of Second Text Retrieval Conference (TREC-2), 1994. [7] J. Billegarda, “Latent Semantic Mapping”, IEEE Signal Processing Magazine, Vol. 22, Issue 5, September, 2005. … Related articles – All 4 versions

Usage patterns and latent semantic analyses for task goal inference of multimodal user interactions [PDF] from geocities.jp PY Hui, WK Lo… – … of the 15th international conference on …, 2010 – dl.acm.org Page 1. Usage Patterns and Latent Semantic Analyses for Task Goal Inference of Multimodal User Interactions Pui-Yu Hui, Wai-Kit Lo and Helen M. Meng Human-Computer Communications Laboratory The Chinese University … Cited by 1 – Related articles – All 9 versions

Latent perceptual mapping: a new acoustic modeling framework for speech recognition S Sundaram… – Eleventh Annual Conference of the …, 2010 – isca-speech.org … Latent perceptual mapping is a framework inspired by latent se- mantic analysis in information retrieval [8] and latent semantic mapping [9] in language modeling. … 391-407, 1990. [9] JR Bellegarda, “Latent Semantic Mapping,” IEEE Signal Pro- cessing Magazine, Vol. 22, No. … Cited by 1 – Related articles – All 3 versions

Latent Affective Mapping: A Novel Framework for the Data-Driven Analysis of Emotion in Text JR Bellegarda – Eleventh Annual Conference of the International …, 2010 – isca-speech.org … knowledge of emotional keywords and keysets. Index Terms: expressive speech synthesis, emotion congru- ence, emotion detection/classification, latent semantic mapping. 1. Introduction To suitably inject expressivity into synthetic … Cited by 3 – Related articles – All 2 versions

Sentiment analysis of text-to-speech input using latent affective mapping JR Bellegarda – Automatic Speech Recognition and …, 2011 – ieeexplore.ieee.org … This approach leverages the latent topicality of two distinct corpora, as uncovered by a global latent semantic mapping (LSM) analysis [9]. The emergent relationship between the two levels is then exploited to expose the desired connection between all terms and emotional …

Unsupervised document clustering using multi-resolution latent semantic density analysis JR Bellegarda – … Learning for Signal Processing (MLSP), 2010 …, 2010 – ieeexplore.ieee.org … identifying semantically sound document clusters. Index Terms: structured document collection, unsupervised cluster ing, latent semantic mapping, density measure, variable resolution. 1. INTRODUCTION In many applications … Related articles

[PDF] A Comparison of Approaches to Determine Topic Similarity of Weblogs for Privacy Protection [PDF] from socialgamingplatform.com DY Wu… – 2011 – socialgamingplatform.com … In this paper we present a comparison between Latent Semantic Mapping [2] and a simple cosine similarity approach [3] to determine the similarity between blog posts. … We studied two methods: lexical chains and latent semantic mapping. Page 3. … Related articles – View as HTML – All 3 versions

Further analysis of latent affective mapping for naturally expressive speech synthesis [PDF] from 140.124.72.88 JR Bellegarda – … and Signal Processing (ICASSP), 2011 IEEE …, 2011 – ieeexplore.ieee.org … In particular, rep- resentative case studies point to a better approximation of the true probability distribution across the range of standard emotions. Index Terms: expressive speech synthesis, affective congruence, emotion detection/classification, latent semantic mapping. … Cited by 1 – Related articles – All 3 versions

A divide-and-conquer approach to latent perceptual indexing of audio for large web 2.0 applications S Sundaram… – Multimedia and Expo, 2009. …, 2009 – ieeexplore.ieee.org … American Society for Information Science, vol. 6, no. 41, pp. 391-407, 1990. [4] JRBellegarda, “Latent Semantic Mapping,” IEEE Signal Pro- cessing Magazine, vol. 22, pp. 70-80, September 2005. [5] E. Wold, T. Blum, D. Keislar … Cited by 1 – Related articles – All 3 versions

Language Model Based on Word Order Sensitive Matrix Representation in Latent Semantic Analysis for Speech Recognition [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – Computer Science and …, 2009 – ieeexplore.ieee.org … volume 4, pages 29-32. ICASSP, April 2007. [2] J. Bellegarda. Latent semantic mapping. In IEEE Signal Processing Magazine, pages 70-80, September 2005. [3] Y. Bengio, R. Ducharme, P. Vincent, and C. Jauvin. A neural prob- abilistic language model. … Related articles – All 6 versions

Emotion analysis using latent affective folding and embedding [PDF] from aclweb.org JR Bellegarda – Proceedings of the NAACL HLT 2010 Workshop on …, 2010 – dl.acm.org … anal- ysis. We cast the problem as a general application of latent semantic mapping (LSM), an extrapolation of LSA for modeling global relationships implicit in large volumes of data (Bellegarda, 2005; Belle- garda, 2008). More … Cited by 7 – Related articles – All 8 versions

Toward Naturally Expressive Speech Synthesis: Data-Driven Emotion Detection Using Latent Affective Analysis JR Bellegarda – Seventh ISCA Workshop on Speech Synthesis, 2010 – isca-speech.org … This paper aims at more broadly exploiting the principle of latent semantics in emotion analysis. We cast the problem as a general application of latent semantic mapping (LSM), an ex- trapolation of LSA for modeling global relationships implicit in large volumes of data [18], [19]. … Cited by 3 – Related articles

[CITATION] Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing X He, L Deng, R Kuhn, H Meng… – Selected Topics in …, 2010 – ieeexplore.ieee.org … capability of kernel methods. On the other hand, unlike conventional CRF/HMM-based methods, Bellegarda attacks this problem from a novel angle based on latent semantic mapping and obtains insightful results. In many speech … All 2 versions

Unsupervised language model adaptation using latent semantic marginals [PDF] from kit.edu YC Tam… – Ninth International Conference on Spoken …, 2006 – isca-speech.org … on ASSP, vol. 88, no. 8, Aug 2000, pp. 63-75. [7] J. Bellegarda, “Latent semantic mapping: Dimensionality re- duction via globally optimal continuous parameter model- ing,” in Proc. of IEEE Automatic Speech Recognition and Understanding Workshop, 2005, pp. 127-132. … Cited by 34 – Related articles – All 16 versions

Classification of sound clips by two schemes: using onomatopoeia and semantic labels [PDF] from usc.edu S Sundaram… – Multimedia and Expo, 2008 IEEE …, 2008 – ieeexplore.ieee.org … 2. PROPOSED METHOD In this work, an entire audio clip from a sound library [13] is rep- resented as a single vector in a latent perceptual space; this is sim- ilar to latent semantic mapping (LSM) [14] used for text document indexing. … Cited by 14 – Related articles – All 4 versions

Audio retrieval by latent perceptual indexing [PDF] from usc.edu S Sundaram… – Acoustics, Speech and Signal …, 2008 – ieeexplore.ieee.org … [7] M. Helen, T Viratnen,”Audio Information Retrieval using Se- mantic Similarity,” Presented at ICASSP, Hawaii, USA. 2007. [8] J. Bellegarda, “Latent semantic mapping”, IEEE Signal Process- ing Magazine Vol. 22, Issue. 5, September 2005. [9] D. Li, et. … Cited by 16 – Related articles – All 9 versions

Part-of-Speech tagging by latent analogy JR Bellegarda – Selected Topics in Signal Processing, IEEE …, 2010 – ieeexplore.ieee.org … in tagging accuracy. Index Terms-Latent semantic mapping (LSM), natural lan- guage processing (NLP), part-of-speech (POS) disambiguation, sequence labeling, statistical modeling. I. INTRODUCTION PART-OF-SPEECH … Cited by 2 – Related articles – All 3 versions

Saliency-driven unstructured acoustic scene classification using latent perceptual indexing [PDF] from usc.edu O Kalinli, S Sundaram… – … Signal Processing, 2009. …, 2009 – ieeexplore.ieee.org … 6, no. 41, pp. 391-407, 1990. [19] J. Bellagarda, “Latent Semantic Mapping: A Data driven Framework for Modeling Global Relationships Implicit in Large Volumes of Data,” IEEE Signal Processing Magazine, vol. 22, pp. 70-80, September 2005. … Cited by 3 – Related articles – All 5 versions

Audio Clips Retrieval Using Anchor Reference Space and Latent Semantic Analysis K Biatov – Multimedia, 2009. ISM’09. 11th IEEE International …, 2009 – ieeexplore.ieee.org … 41, pp. 391-407, 1990. [16] S. Dumas, “Latent semantic indexing (LSI) and TREC- 2”, in Proceedings of Second Text Retrieval Conference (TREC-2), 1994. [17] J. Billegarda, “Latent Semantic Mapping”, IEEE Signal Processing Magazine, Vol. 22, Issue 5, September, 2005. … Related articles – All 4 versions

Subword latent semantic analysis for TextTiling-based automatic story segmentation of Chinese broadcast news [PDF] from nwpu-aslp.org Y Yang… – … Language Processing, 2008. ISCSLP’08. 6th …, 2008 – ieeexplore.ieee.org … in Proc. the 2001 Conf. on Empirical methods in Natural Language Processing, 2001. [10] R. Jerome and Bellegarda, “Latent semantic mapping,” IEEE signal processing magazine, vol. 5, no. 1053-5888, pp. 70-80, 2005. [11 … Cited by 6 – Related articles – All 7 versions

Multimodal Biometric Human Recognition for Perceptual Human-Computer Interaction RM Jiang, AH Sadka… – Systems, Man, and …, 2010 – ieeexplore.ieee.org … 22], [23], such as Gaussian mixture model and HMM. Latent semantic mapping [24] is an approach that uses LSA to map MFCCs into its discriminative Eigen subspace. Similarly in this paper, we use Laplacian Eigenmap to … Cited by 4 – Related articles – All 4 versions

Using naïve text queries for robust audio information retrieval [PDF] from worshipersam.net S Kim, P Georgiou, S Narayanan… – Acoustics Speech and …, 2010 – ieeexplore.ieee.org … [7] S. Kim, S. Narayanan, and S. Sundaram, “Acoustic topic models for au- dio information retrieval,” in Workshop on Applicaions of Signal Pro- cessing to Audio and Acoustics, October 2009. [8] JR Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Magazine, vol. … Related articles – All 6 versions

A Data-Driven Affective Analysis Framework Toward Naturally Expressive Speech Synthesis J Bellegarda – Audio, Speech, and Language Processing, …, 2011 – ieeexplore.ieee.org … This bodes well for its deployability toward naturally expressive speech synthesis. Index Terms-Expressive speech synthesis, affective congru- ence, detection and classification of emotional states, latent semantic analysis, latent semantic mapping … Related articles – All 3 versions

[PDF] Acoustic stopwords for unstructured audio information retrieval [PDF] from eurasip.org S Kim, S Sundaram, P Georgiou… – European Signal …, 2010 – eurasip.org … in IEEE International Conference of Multimedia and Expo, 2008. [6] JR Bellegarda, “Latent semantic mapping,” IEEE Sig- nal Processing Magazine, vol. 22, no. 5, pp. 70-80, 2005. [7] S. Kim, S. Narayanan, and S. Sundaram … Cited by 1 – Related articles – View as HTML – All 5 versions

Non-linear tagging models with localist and distributed word representations [PDF] from 140.124.72.88 S Chopra… – Acoustics, Speech and Signal …, 2011 – ieeexplore.ieee.org … 7. REFERENCES [1] M. Belkin and P. Niyogi, “Laplacian eigenmaps and spectral techniques for embedding and clustering,” in NIPS, 2001. [2] J. Bellegarda, Latent Semantic Mapping: Principles and Ap- plications, Morgan & Claypool, 2008. … Related articles – All 9 versions

Acoustic topic model for audio information retrieval [PDF] from worshipersam.net S Kim, S Narayanan… – Applications of Signal …, 2009 – ieeexplore.ieee.org … [11] –, “Audio retrieval by latent perceptual indexing,” in IEEE International Conference of Acoustics, Speech, and Signal Processing, 2008. [12] JR Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 70-8-, 2005. … Cited by 7 – Related articles – All 5 versions

Sparse Adaptive Filters for Echo Cancellation C Paleologu, J Benesty… – Synthesis Lectures on …, 2010 – morganclaypool.com … Discriminative Learning for Speech Recognition: Theory and Practice Xiaodong He and Li Deng 2008 Latent Semantic Mapping: Principles & Applications Jerome R. Bellegarda 2007 Dynamic Speech Models: Theory, Algorithms, and Applications Li Deng 2006 … Cited by 15 – Related articles – Library Search – All 2 versions

Semantic structures of timbre emerging from social and acoustic descriptions of music [PDF] from eurasipjournals.com R Ferrer… – EURASIP Journal on Audio, Speech, and Music …, 2011 – Springer … Because a latent structure has been assumed, we use a technique called vector-based semantic analysis, which is a generalization of Latent Semantic Analysis [15] and similar to the methods used in latent semantic mapping [16] and latent perceptual indexing [17]. … Related articles – All 3 versions

[PDF] Word co-occurrence matrix and context dependent class in lsa based language model for speech recognition [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – North Atlantic University …, 2009 – slp.ics.tut.ac.jp Page 1. 1 Word Co-occurrence Matrix and Context Dependent Class in LSA based Language Model for Speech Recognition Welly Naptali, Masatoshi Tsuchiya, and Seiichi Nakagawa Abstract-A data sparseness problem … Cited by 5 – Related articles – View as HTML – All 4 versions

Improving identification accuracy by extending acceptable utterances in spoken dialogue system using barge-in timing [PDF] from kyoto-u.ac.jp K Matsuyama, K Komatani, T Takahashi… – Trends in Applied …, 2010 – Springer … We also show that Latent Semantic Mapping (LSM) enables more expressions to be handled in our framework. … We collect documents from the Web and use Latent Semantic Mapping (LSM) [3] to measure the closeness between the utterance and each item. … Related articles – All 3 versions

Enabling a User to Specify an Item at Any Time During System Enumeration-Item Identification for Barge-In-Able Conversational Dialogue Systems [PDF] from nagoya-u.ac.jp K Matsuyama, K Komatani, T Ogata… – … Annual Conference of …, 2009 – isca-speech.org … We will also utilize Latent Semantic Mapping [11] to measure the latent relationship between items and ASR results for the latter example. 5. Conclusion … 3, 2005, pp. 578-582. [11] J.Bellegarda, “Latent semantic mapping,” IEEE Signal Process- ing Magazine, vol. 22, no. 5, pp. … Cited by 8 – Related articles – All 10 versions

Topics inference by weighted mutual information measures computed from structured corpus H Chang – Natural Language Processing and Information Systems, 2011 – Springer … J. Am. Soc. Inform. Science 41(6), 391-407 (1990) 2. Bellegarda, J.: Latent Semantic Mapping. IEEE Signal Processing Magazine 22, 70-80 (2005) 3. Papadimitriou, CH, Raghavan, P., Tamaki, H., Vempala, S.: Latent Semantic Indexing: A Probabilistic Analysis. In: Proc. … Cited by 1 – Related articles – All 6 versions

[PDF] Clustering Audio Clips by Context-Free Description and Affective Ratings [PDF] from eurasip.org S Sundaram, R Schleicher… – EUSIPCO-2010, Aalborg, …, 2010 – eurasip.org … regulation from neuropsychology. In JJ Gross, editor, Handbook of emotion regulation, pages 69-86. Guil- ford Press, New York, NY, 2007. [4] J. Bellegarda. Latent Semantic Mapping: Principles and Applications. Morgan and Claypool, 2007. [5] MM Bradley and PJ Lang. … Cited by 2 – Related articles – View as HTML – All 4 versions

A Perspective on Single-Channel Frequency-Domain Speech Enhancement J Benesty… – Synthesis Lectures on Speech and …, 2011 – morganclaypool.com … Discriminative Learning for Speech Recognition: Theory and Practice Xiaodong He, Li Deng 2008 Latent Semantic Mapping: Principles & Applications Jerome R. Bellegarda 2007 Dynamic Speech Models: Theory, Algorithms, and Applications Li Deng 2006 … Cited by 2 – Related articles – Library Search

Speech Enhancement in the Karhunen-Loève Expansion Domain J Benesty, J Chen… – Synthesis Lectures on Speech …, 2011 – morganclaypool.com … Discriminative Learning for Speech Recognition: Theory and Practice Xiaodong He and Li Deng 2008 Latent Semantic Mapping: Principles & Applications Jerome R. Bellegarda 2007 Dynamic Speech Models: Theory, Algorithms, and Applications Li Deng 2006 … Cited by 3 – Related articles – Library Search – All 2 versions

Topic dependent class based language model evaluation on automatic speech recognition [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – … Workshop (SLT), 2010 …, 2010 – ieeexplore.ieee.org … and perplexity,” Speech Com- munication, vol. 38, no. 1-2, pp. 19-28, 2002. [7] Jerome R. Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Magazine, pp. 70-80, Septem- ber 2005. [8] IS Dhillon, J. Fan, and Y … Cited by 1 – Related articles – All 2 versions

Bag-of-Words Modelling for Speech Recognition B Ziolko, S Manandhar… – Future Computer and …, 2009 – ieeexplore.ieee.org … educational applications using natural language processing, vol. 2, pp. 53-60, 2003. [4] JR Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Magazine, vol. September, pp. 70-80, 70-80. [5] T. Miller and E. Wolf … Related articles – All 4 versions

Refining Unit Boundaries for Mandarin Text-to-Speech Database M Dong, L Cen, P Chan… – Asian Language Processing, …, 2009 – ieeexplore.ieee.org … There was some research on boundary optimization. Latent semantic mapping (LSM) approach [1] and Gaussian Mixture model (GMM)[7] approach were attempted for boundary refinement. Some improvements were achieved. … Related articles – All 4 versions

Topic dependent language model based on topic voting on noun history [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – Tenth Annual Conference …, 2009 – isca-speech.org … 7, no. 1, January 1999, pp. 236-239. [4] JR Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Mag- azine, pp. 70-80, September 2005. [5] T. Hofmann, “Probabilistic latent semantic analysis,” in In Proc. of Uncer- tainty in Artificial Intelligence, UAI’99, 1999, pp. … Cited by 2 – Related articles – All 7 versions

A latent semantic indexing and WordNet based information retrieval model for digital forensics L Du, H Jin, O de Vel… – Intelligence and Security …, 2008 – ieeexplore.ieee.org … 3588, pp. 166-175. [17] FA Grootjen and TP van der Weide, “Conceptual query expansion,” Data Knowl. Eng., vol. 56, no. 2, pp. 174-193, 2006. [18] JR Bellegarda, “Latent semantic mapping,” Signal Processing Maga- zine, IEEE, vol. 22, no. 4, pp. 573-595, 2005. … Cited by 3 – Related articles

Design of the test stimuli for the evaluation of concatenation cost functions M Legát… – Text, Speech and Dialogue, 2009 – Springer … Besides these traditional approaches, some other techniques have been proposed, eg the application of the Latent Semantic Mapping [7], Kalman-filters [6], or Auditory Modelling [8]. Generally, there are two ways of evaluating the concatenation cost functions. … Cited by 4 – Related articles – All 4 versions

[PDF] Topic Dependent Language Model based on Clustering of Noun Word History [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – … ??????????????, 2009 – slp.ics.tut.ac.jp … Latent semantic mapping, IEEE Signal Fraccssvng Magazine, pngcïa 70-80, September 20(35- Thomas Hofmann. Probabilistic latent aamantíq analysis. In in Frac, of Uncertainty in Artificiai intelligent, UAI’QS, pages 289-296, 1993. … All 4 versions

Integrating topic estimation and dialogue history for domain selection in multi-domain spoken dialogue systems S Ikeda, K Komatani, T Ogata… – New Frontiers in Applied …, 2008 – Springer … 1. Topic estimation using large amounts of texts collected from the Web and Latent Semantic Mapping (LSM) [2] (described in Section 3.1). … Latent Semantic Mapping is suitable for expressing the conceptual topic of a document. … Cited by 3 – Related articles – BL Direct – All 3 versions

Latent phonetic analysis: Use of singular value decomposition to determine features for CRF phone recognition IB Heintz, E Fosler-Lussier… – Acoustics, Speech and …, 2008 – ieeexplore.ieee.org … Society for Info. Science, vol. 41, pp. 391-407, 1990. [5] JR Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Magazine, vol. 22, pp. 70-80, 2005. [6] CD Manning and H. Schütze, Foundations of Statistical Nat- ural Language Processing, MIT, 1999. … Cited by 1 – Related articles – All 3 versions

The quest for musical genres: Do the experts and the wisdom of crowds agree? [PDF] from psu.edu M Sordo, O Celma, M Blech… – Philadelphia, USA, 2008 – books.google.com … 6 ACKNOWLEDGMENTS This research has been partially supported by the e-Content plus project VARIAZIONI3. 7 REFERENCES [1] JR Bellegarda. Latent semantic mapping. Signal Pro- cessing Magazine, IEEE, 22 (5): 70-80, Sept. 2005. [2] F. Fabbri. … Cited by 16 – Related articles – All 15 versions

Analysis of data collected in listening tests for the purpose of evaluation of concatenation cost functions M Legát… – Text, Speech and Dialogue, 2011 – Springer … The calculation of the latent semantic mapping (LSM) based dis- tance (?LSM) was done in line with the method presented in [5]. The dimension of the singular value decomposition was set to 10 and the length of the extraction window was set as K=3. All selected sentences … Cited by 2 – Related articles – All 4 versions

Managing out-of-grammar utterances by topic estimation with domain extensibility in multi-domain spoken dialogue systems K Komatani, S Ikeda, T Ogata… – Speech Communication, 2008 – Elsevier … data. Since the data contained a certain amount of noise, we used latent semantic mapping (LSM), which enables robust topic estimation by removing the effects of noise from the data. Experimental … utterances. 3.2. Latent semantic mapping. We … Cited by 3 – Related articles – All 4 versions

Unit-Centric Feature Mapping for Inventory Pruning in Unit Selection Text-to-Speech Synthesis JR Bellegarda – Audio, Speech, and Language Processing, …, 2008 – ieeexplore.ieee.org … The underlying framework relies on the alternative TTS fea- ture extraction we recently introduced [11] based on the latent semantic mapping (LSM) paradigm [12]. … [21], [22]) framework, we refer to this feature space as the latent semantic mapping (LSM) space [12]. … Cited by 2 – Related articles – BL Direct – All 4 versions

A novel approach to part-of-speech tagging based on latent analogy JR Bellegarda – … and Signal Processing, 2008. ICASSP 2008. …, 2008 – ieeexplore.ieee.org … Empirical evidence shows that this solution is competitive with state- of-the-art Markovian techniques. Index Terms- Syntactic labeling, statistical tagging, POS dis- ambiguation, global filtering, latent semantic mapping. 1. INTRODUCTION … Cited by 1 – Related articles – All 3 versions

Examples of Formulaity in Narratives and Scientific Communication [PDF] from hb.se S Darányi – 2010 – bada.hb.se … Academia Scientiarum Fennica, Helsinki. [63] Vaz Lobo, P. and Martins de Matos, D. 2010. Fairy tale corpus organization using latent semantic mapping and an item-to-item top-n recommendation algorithm. In Proceedings of LREC 2010 (La Valetta, Malta, May 19-21, 2010). … Cited by 2 – Related articles – All 4 versions

Using singular value decomposition to compute answer similarity in a language independent approach to question answering E Whittaker, J Novak, M Heie, S Imai… – Proceedings of the 3rd …, 2008 – dl.acm.org … 271 The approach we employ is similar in theory to Latent Semantic Analysis [4], and Latent Semantic Mapping [7] which have enjoyed much attention recently in a variety of different areas of Natural Language Processing. Below … Cited by 2 – Related articles – BL Direct – All 3 versions

[PDF] Topic Dependent Language Model based on On-Line Voting [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – 2009 – slp.ics.tut.ac.jp … References 1) Bellegarda, JR: Latent Semantic Mapping, IEEE Signal Processing Magazine, pp.70-80 (2005). 2) Bilmes, JA and Kirchhoff, K.: Factored language models and generalized parallel backoff, in Proceedings of HLT/NACCL, 2003, pp.4-6 (2003). … Related articles – All 3 versions

[CITATION] Latent Semantic Mapping: A Data driven Framework for Modeling Global Relationships Implicit in Large Volumes of Data JR Bellagarda – IEEE signal processing magazine, 2005 Cited by 5 – Related articles

Word topical mixture models for dynamic language model adaptation [PDF] from 140.122.185.120 HS Chin… – Acoustics, Speech and Signal Processing, …, 2007 – ieeexplore.ieee.org … 7. REFERENCES [1] WB Croft (editor), J. Lafferty (editor) Language Modeling for Information Retrieval, Kluwer-Academic Publishers, 2003. [2] JR Bellegarda, “Latent Semantic Mapping,” IEEE Signal Processing Magazine 22(5), 2005. … Cited by 23 – Related articles – All 5 versions

Scalable environmental sounds analysis K Biatov – … and Communication Systems, 2009. ICSPCS 2009. …, 2009 – ieeexplore.ieee.org … Speech and Signal Processing ICASSP), 2008. [21] J. Billegarda, “Latent Semantic Mapping”, IEEE Signal Processing Magazine, Vol. 22, Issue 5, September, 2005. [22] http://www.freesound.org [23]http://www.sound-ideas.com Related articles – All 2 versions

Using LSA to Compute Word Sense Frequencies [PDF] from dtic.mil E Levin… – 2008 – DTIC Document Page 1. AFRL-RH-AZ-TR-2008-0020 Using LSA to Compute Work Sense Frequencies Esther Levin Mehrbod Sharif! Research Foundation of CUNY/City College 230 W. 41st Street, 7th Floor New York, NY 1036 February 2008 … Related articles – Library Search – All 2 versions

Latent semantic mapping: Dimensionality reduction via globally optimal continuous parameter modeling JR Bellegarda – … and Understanding, 2005 IEEE Workshop on, 2005 – ieeexplore.ieee.org Abstract Originally formulated in the context of information retrieval, latent semantic analysis  exhibits three main characteristics:(i) discrete entities (namely words and documents) are  mapped onto a continuous vector space;(ii) this mapping is determined by global … Cited by 4 – Related articles

Evaluation of utility of LSA for word sense discrimination [PDF] from upenn.edu E Levin, M Sharifi… – … of the NAACL, Companion Volume: Short …, 2006 – dl.acm.org … 5 References JR Bellegarda. 2005. Latent Semantic Mapping, IEEE Signal Processing Magazine, 22(5):70-80. ST Dumais. 1994. Latent Semantic Indexing (LSI) and TREC-2, in Proc Second Text Retrieval Conf. (TREC-2), pp 104-105. TK Landauer, ST Dumais. 1997. … Cited by 19 – Related articles – All 24 versions

Multi-pitch estimation MG Christensen… – Synthesis Lectures on …, 2009 – morganclaypool.com … Discriminative Learning for Speech Recognition: Theory and Practice Xiaodong He, Li Deng 2008 Latent Semantic Mapping: Principles & Applications Jerome R. Bellegarda 2007 Dynamic Speech Models: Theory, Algorithms, and Applications Li Deng 2006 … Cited by 34 – Related articles – Library Search – All 4 versions

Extensibility verification of robust domain selection against out-of-grammar utterances in multi-domain spoken dialogue system [PDF] from kyoto-u.ac.jp S Ikeda, K Komatani, T Ogata… – Ninth Annual Conference …, 2008 – isca-speech.org … estimated topics by calculating the closeness between the user’s utterance and the training data collected from the Web by us- ing Latent Semantic Mapping (LSM) [4]. The topic estimation module in Figure 2 shows a brief overview of the topic estima- tion process. … Cited by 1 – Related articles – All 4 versions

Context dependent class language model based on word co-occurrence matrix in LSA framework for speech recognition [PDF] from tut.ac.jp W Naptali, M Tsuchiya… – … of the 8th conference on Applied …, 2008 – dl.acm.org … text article. ACM has opted to expose the complete List rather than only correct and linked references. 1. J. Bellegarda. Latent semantic mapping. In IEEE Signal Processing Magazine, pages 70-80, September 2005. 2. Yoshua … Related articles – All 5 versions

LSM-based unit pruning for concatenative speech synthesis [PDF] from korea.ac.kr JR Bellegarda – … and Signal Processing, 2007. ICASSP 2007. …, 2007 – ieeexplore.ieee.org … The underlying framework relies on the alternative TTS feature extraction we recently introduced [7] based on the latent semantic mapping (LSM) paradigm [8]. With this approach, it is possible to define a global discontinuity metric for characterizing the acoustic (dis-)similarity … Cited by 6 – Related articles – All 3 versions

Further analysis of LSM-based unit pruning forunit selection TTS JR Bellegarda – … and Signal Processing, 2008. ICASSP 2008. …, 2008 – ieeexplore.ieee.org … This solution relies on an alter- native TTS feature extraction framework [6], inspired by the latent semantic mapping (LSM) paradigm [7]. This leads to a consistent distinctiveness/redundancy measure which can address, in a scal- able manner, the (traditionally separate … Related articles – All 2 versions

Topic Estimation with Domain Extensibility for Guiding User’s Out-of-Grammar Utterances in Multi-Domain Spoken Dialogue Systems [PDF] from nagoya-u.ac.jp S Ikeda, K Komatani, T Ogata… – … Annual Conference of …, 2007 – isca-speech.org … We therefore collected documents from the Web as training data for topic es- timation. Because the data contained not a few noises, we used Latent Semantic Mapping (LSM), which enables robust topic estimation by removing the effect of noise from the data. … Cited by 4 – Related articles – All 9 versions

[PDF] Corpus Annotation for Narrative Generation Research [PDF] from uvt.nl AW List – 2010 – ilk.uvt.nl … there have also been initiatives for the development of specific annotation tools [7], and the application of new methods to narrative corpora, such as the use of analogi- cal story merging for deriving narrative morphologies [8], or the use of latent semantic mapping to organize a … Related articles – View as HTML

[CITATION] Latent Semantic Mapping: Principles & Applications BR Jerome – 2007 – Morgan & Claypool

Spoken query processing for information retrieval [PDF] from korea.ac.kr A Moreno-Daniel, S Parthasarathy… – … , Speech and Signal …, 2007 – ieeexplore.ieee.org … 57, no. 7, pp. 881-890, 2006. [4] AL Gorin, G. Riccardi, and JH Wright, “How may I help you?,” Speech Communication, vol. 23, no. 1/2, pp. 113-127, 1997. [5] JR Bellegarda, “Latent semantic mapping,” IEEE Signal Processing Magazine, vol. 22, no. 5, pp. 70-80, Sept. 2005. … Cited by 6 – Related articles – All 3 versions

A phonological expression for physical movement monitoring in body sensor networks [PDF] from utdallas.edu H Ghasemzadeh, J Barnes… – Mobile Ad Hoc and …, 2008 – ieeexplore.ieee.org Page 1. A Phonological Expression for Physical Movement Monitoring in Body Sensor Networks Hassan Ghasemzadeh, Jaime Barnes, Eric Guenterberg, Roozbeh Jafari Embedded Systems and Signal Processing Laboratory … Cited by 24 – Related articles – All 3 versions

Neurocognitive Informatics Manifesto. [PDF] from cogprints.org W Duch – Series of Information and Management Sciences,, 2009 – cogprints.org Page 1. In: Series of Information and Management Sciences, California Polytechnic State University, 8th Int Conf on Information and Management Sciences (IMS 2009), Kunming-Banna, Yunan, China, pp. 264-282. Neurocognitive Informatics Manifesto … Cited by 2 – Related articles – All 9 versions

Language-independent speaker classification over a far-field microphone [PDF] from pp.ua J Bellegarda – Speaker Classification II, 2007 – Springer … The paradigm behind the spectral matching compo- nent is related to latent semantic mapping, which postulates that the un- derlying structure in the data is partially obscured by the randomness of local phenomena with respect to information extraction. … Cited by 2 – Related articles – BL Direct – All 7 versions

Globally optimal training of unit boundaries in unit selection text-to-speech synthesis JR Bellegarda – Audio, Speech, and Language Processing, …, 2007 – ieeexplore.ieee.org … These can then be viewed as feature vectors analogous to, eg, the usual cepstral vectors. By analogy with latent semantic analysis (cf. [23], [24]), the resulting feature space is sometimes called the latent semantic mapping (LSM) space [25].2 C. Benefits … Cited by 3 – Related articles – All 4 versions

Adaptive database reduction for domain specific speech synthesis A Krul, G Damnati, F Yvon, C Boidin… – Proceedings of the 6th …, 2007 – isca-speech.org … Only units that are representative of each cluster are kept in the reduced database. More recently an LSM (Latent Semantic Mapping) method was proposed in [4]. The “top-down” approach is based on the investigation of the output of the synthesizer. … Cited by 1 – Related articles – All 2 versions

[CITATION] Latent semantic mapping JRBL Deng, K Wang… – Signal Process. Mag,, Special Iss. Speech Technol. …, 2005 Cited by 2 – Related articles

Spoken document retrieval and summarization [PDF] from 140.122.185.120 B Chen, HM Wang… – Advance in Chinese Spoken …, 2007 – books.google.com … ACM SIGIR Conference on R&D in Information Retrieval, (1988), pp. 465^ 180. 9. JR Bellegarda,” Latent Semantic Mapping,” IEEE Signal Processing Magazine, vol. 22 (5), pp. 70-80,(2005). 10. T. Hofmann,” Probabilistic Latent Semantic Indexing,” in Proc. … Cited by 2 – Related articles – All 3 versions

From once upon a time to happily ever after: Tracking emotions in novels and fairy tales [PDF] from nrc-cnrc.gc.ca S Mohammad – Proceedings of the 5th ACL-HLT Workshop on …, 2011 – dl.acm.org … 2010. Fairy tale corpus organization using latent semantic mapping and an item-to-item top-n recommendation algorithm. In Language Resources and Evaluation Conference – LREC 2010, European Language Re- sources Association (ELRA), Malta. Patrick Mannix. 1992. … Cited by 6 – Related articles – All 15 versions

Lsm-Based Boundary Training for Concatenative Speech Synthesis [PDF] from ed.ac.uk JR Bellegarda – … and Signal Processing, 2006. ICASSP 2006 …, 2006 – ieeexplore.ieee.org … On the other hand, we have recently introduced an alternative TTS feature extraction framework [9], based on the latent semantic mapping (LSM) paradigm [10], which leads to a global discontinu- ity metric for characterizing the acoustic (dis-)similarity between two candidate … Cited by 2 – Related articles – All 6 versions

[PDF] CONTEXTUAL MODELING OF AUDIO SIGNALS TOWARD INFORMATION RETRIEVAL [PDF] from worshipersam.net S Kim – 2010 – worshipersam.net Page 1. CONTEXTUAL MODELING OF AUDIO SIGNALS TOWARD INFORMATION RETRIEVAL by Samuel Kim A Dissertation Presented to the FACULTY OF THE THE USC GRADUATE SCHOOL UNIVERSITY OF SOUTHERN … Related articles – View as HTML – All 3 versions

Spoken document understanding and organization [PDF] from ntu.edu.tw L Lee… – Signal Processing Magazine, IEEE, 2005 – ieeexplore.ieee.org Page 1. (c) ARTVILLE & COMSTOCK IEEE SIGNAL PROCESSING MAGAZINE [42] SEPTEMBER 2005 1053-5888/05/$20.00(c)2005IEEE [Lin-shan Lee and Berlin Chen] Speech is the primary and most convenient means of … Cited by 74 – Related articles – BL Direct – All 4 versions

LSM-Based Feature Extraction for Concatenative Speech Synthesis [PDF] from sapaworkshops.org JR Bellegarda – 2006 – isca-speech.org … dimensional) ui’s and vj ‘s. By analogy with latent semantic analysis (cf. [12]), this space is sometimes called the latent semantic mapping (LSM) space L [14]. This is because, in essence, the rank-R decomposition (1) defines … Related articles – All 11 versions

Further Developments in LSM-Based Boundary Training for Unit Selection TTS [PDF] from pitt.edu JR Bellegarda – Ninth International Conference on Spoken …, 2006 – isca-speech.org … SAP, Vol. SAP-14, No. 4, July 2006. [8] JR Bellegarda, “Latent Semantic Mapping,” Signal Proc. Magazine, Special Issue Speech Technol. Syst. Human-Machine Communication, L. Deng, K. Wang, and W. Chou, Eds., Vol. 22, No. 5, pp. 70-80, September 2005. … Cited by 1 – Related articles – All 5 versions

[CITATION] 16 SPOKEN LANGUAGE UNDERSTANDING TOS AUDIO – IEEE SIGNAL PROCESSING MAGAZINE, 2005 – ieeexplore.ieee.org … Stern, and Giuseppe Di Fabbrizio 42 SPOKEN DOCUMENT UNDERSTANDING AND ORGANIZATION Lin-shan Lee and Berlin Chen 61 CONTENT-BASED ACCESS TO SPOKEN AUDIO Konstantinos Koumpis and Steve Renals 70 LATENT SEMANTIC MAPPING Jerome R …