Keywords:
- acoustic modeling
- AMI Meetings
- Automatic Speech Recognition
- Channel selection
- Confidence Measure (CM)
- far-field speech
- information bottleneck
- Information Bottleneck clustering
- KeyWord Spotting (KWS)
- Language IDentification (LID)
- Large Vocabulary Continuous Speech Recognition (LVCSR)
- LVCSR
- meetings
- mutual information
- Out- Of-Language (OOL) detection
- Out-Of-Language (OOL) detection
- Overlap speech
- Paralinguistic
- Prosodic features
- Speaker Diarization
- Speaker Role Labeling
- speech recognition
- speech recognition.
- Spoken Language Understanding
- Spoken Term Detection (STD)
- Spontaneous Conversation
- Subs-ace Gaussian Mixture Models
- System Combination
- TANDEM features
- temporal modulations
- Turn-taking features
Publications of Fabio Valente sorted by journal and type
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Publications of type Idiap-RR
2012
| Application of Subspace Gaussian Mixture Models in Contrastive Acoustic Scenarios, , , and , Idiap-RR-20-2012 |
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| IMPROVING ACOUSTIC BASED KEYWORD SPOTTING USING LVCSR LATTICES, , and , Idiap-RR-36-2012 |
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2010
| Advances in Fast Multistream Diarization based on the Information Bottleneck Framework, , and , Idiap-RR-23-2010 |
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| An Information Theoretic Combination of MFCC and TDOA Features for Speaker Diarization, , and , Idiap-RR-22-2010 |
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| Application of Out-Of-Language Detection To Spoken-Term Detection, and , Idiap-RR-04-2010 |
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| English Spoken Term Detection in Multilingual Recordings, , and , Idiap-RR-21-2010 |
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| KL Realignment for Speaker Diarization with Multiple Feature Streams, , and , Idiap-RR-24-2010 |
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2008
| An Information Theoretic Approach to Speaker Diarization of Meeting Data, , and , Idiap-RR-58-2008 |
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| Integration of TDOA Features in Information Bottleneck Framework for Fast Speaker Diarization, , and , Idiap-RR-26-2008 |
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| On the Combination of Auditory and Modulation Frequency Channels for ASR applications, and , Idiap-RR-12-2008 |
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2007
| AGGLOMERATIVE INFORMATION BOTTLENECK FOR SPEAKER DIARIZATION OF MEETINGS DATA, , and , Idiap-RR-31-2007 |
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| COMBINATION OF AGGLOMERATIVE AND SEQUENTIAL CLUSTERING FOR SPEAKER DIARIZATION, , and , Idiap-RR-51-2007 |
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| Hierarchical and Parallel Processing of Modulation Spectrum for ASR applications, and , Idiap-RR-45-2007 |
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| Hierarchical Neural Networks Feature Extraction for LVCSR system, , , , , and , Idiap-RR-08-2007 |
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| Multi-stream Features Combination based on Dempster-Shafer Rule for LVCSR System, , and , Idiap-RR-09-2007 |
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2006
| Combination of Acoustic Classifiers based on Dempster-Shafer Theory of evidence, and , Idiap-RR-61-2006 |
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| Discriminant linear processing of time-frequency plane, and , Idiap-RR-20-2006 |
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| Infinite Models for Speaker Clustering, , Idiap-RR-19-2006 |
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IEEE Signal Processing Letters
| A Novel Criterion for Classifiers Combination in Multistream Speech Recognition, , in: IEEE Signal Processing Letters, 16(7), 2009 |
[DOI] |
IEEE Transactions on Audio Speech and Language Processing
| An Information Theoretic Combination of MFCC and TDOA Features for Speaker Diarization, , and , in: IEEE Transactions on Audio Speech and Language Processing, 19(2), 2011 |
[DOI] |
| An Information Theoretic Approach to Speaker Diarization of Meeting Data, , and , in: IEEE Transactions on Audio Speech and Language Processing, 17(7), 2009 |
[DOI] |
IEEE Transactions on Audio, Speech, and Language Processing
| Transcribing Mandarin Broadcast Speech Using Multi-Layer Perceptron Acoustic Features, , , , and , in: IEEE Transactions on Audio, Speech, and Language Processing, 19(8), 2011 |
[DOI] |
Sadhana
| Current trends in multilingual speech processing, , , , , , , , and , in: Sadhana, 36(5):885–915, 2011 |
[DOI] [URL] |
Speech Communication
| Multistream speaker diarization of meetings recordings beyond MFCC and TDOA features, , and , in: Speech Communication, 54(1), 2012 |
[DOI] |
| Hierarchical and Parallel Processing of Auditory and Modulation Frequencies for Automatic Speech Recognition, , in: Speech Communication, 52(10):790-800, 2010 |
[DOI] |
| Multi-Stream Speech Recognition based on Dempster-Shafer Combination Rule, , in: Speech Communication, 52(3):213-222, 2010 |
[DOI] |
Multimodal Signal Processing: Human Interactions in Meetings (2012)
| Speaker Diarization, and , in: Multimodal Signal Processing: Human Interactions in Meetings, Cambridge University Press, 2012 |
[URL] |
Handbook of Natural Language Processing and Machine Translation Handbook of Natural Language Processing and Machine Translation (2011)
| Data-driven extraction of spectral-dynamics based posteriors, , in: Handbook of Natural Language Processing and Machine Translation Handbook of Natural Language Processing and Machine Translation, Springer, 2011 |
[URL] |
Proceedings of Interspeech 2012 (2012)
| Annotation and Recognition of Personality Traits in Spoken Conversations from the AMI Meetings Corpus, , and , in: Proceedings of Interspeech 2012, 2012 |
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INTERSPEECH (2012)
| Automatic detection of conflict escalation in spoken conversations, , and , in: INTERSPEECH, ISCA, Portland, Oregon, USA., 2012 |
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Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing (2012)
| Automatic detection of conflicts in spoken conversations: ratings and analysis of broadcast political debates, , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, 2012 |
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Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, 2012 (2012)
| Automatic Speaker Role Labeling in AMI Meetings: Recognition of Formal and Social Roles, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, 2012, 2012 |
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International Symposium on Communications, Control, and Signal Processing (2012)
| Collecting data for socially intelligent surveillance and monitoring approaches: the case of conflict in competitive conversations, , , and , in: International Symposium on Communications, Control, and Signal Processing, 2012 |
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IEEE Content Based Multimedia Indexing (2012)
| Detecting and Labeling Folk Literature in Spoken Cultural Heritage Archives using Structural and Prosodic Features, and , in: IEEE Content Based Multimedia Indexing, 2012 |
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Proceedings of Interspeech (2012)
| DiarTk : An Open Source Toolkit for Research in Multistream Speaker Diarization and its Application to Meetings Recordings, and , in: Proceedings of Interspeech, 2012 |
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