Keywords:
- Accent Identification
- Accented speech
- Accentual mismatch
- Acoustic model adaptation
- acoustic modeling
- Ad hoc microphone array calibration
- Ad-hoc microphone calibration
- adaptive budget allocation
- adaptive layer norm
- adaptive training
- adaptive TTS
- Adequacy of diffuseness
- Afrikaans
- All pass warp
- ASR
- audio processing
- aurora
- Automatic prosodic event detection
- Automatic Speech Recognition
- Bayesian transfer learning
- Benchmarking
- benchmarks
- bilingual speakers
- Blizzard Challenge
- Broadband beam-pattern
- broadcast news
- Cadzow algorithm
- catastrophic forgetting
- cepstral normalisation
- cochlear model
- cochlear models
- Code-Switching
- conditional layer normalization
- Confidence Measure (CM)
- connectionist temporal classification (ctc)
- constrained structural maximum a posteriori linear regression
- continuous F0 coding
- Conversational technologies
- crosslingual adaptation
- Deep learning for speech
- deep MLPs
- deep neural networks
- Delay-and-sum beamformer
- dialectal lexicon
- Diffuse field coherence model
- Diffuse noise coherence
- Diffuse sound coherence model
- diffusion model
- diffusion transformer
- Digital IIR Filters
- Digital IIR Filters
- direction of arrival
- Directivity
- Distant speech recognition
- Distributed source localization.
- dnn
- dnn-based speech recognition
- domain adaptation
- duration
- Emotion Recognition
- emotional speech synthesis
- emotional TTS
- emphasis
- end-to-end
- end-to-end architectures
- energy
- Environmental mismatch
- Euclidean distance matrix
- fast adaptation
- fast training
- filterbanks
- French accents
- French Regional Accents
- French TTS
- Fujisaki Model
- gamma-tone filter
- Generalized Trust Region Subproblem (GTRS).
- German
- German language
- GMM Modelling
- hidden Markov models
- HMM-based speech synthesis
- HSMM explicit duration modelling
- hybrid system
- i-vectors
- Image Model
- importance score
- intonation
- KL-HMM
- Kullback-Leibler divergence
- Laplace approximation
- Lexicon
- low bit rate speech coding
- low-rank adaptation
- LVCSR
- Matrix completion
- modelling
- multi-dialect
- multilayer perceptron
- Multilingual
- multilingual acoustic modeling
- multilingual ASR
- multilingual speech recognition
- Multimodal interaction
- nearest neighbour rule of classification.
- neural network features
- neural networks
- NLP
- Noise Robustness
- open vocabulary
- open-vocabulary
- Out-Of-Language (OOL) detection
- Overlapping Speech
- parameter-efficient fine-tuning
- parametric speech synthesis
- Parametric vocoding
- pattern matching
- phone duration modelling
- Phonological features
- phonological posteriors
- phonology
- pitch analysis
- pitch model
- Pitch modelling
- pitch target approximation
- pitch target realisation
- Posterior features
- pretrained language model
- probabilistic amplitude demodulation
- prosody
- Prosody Modelling
- punctuation
- real-time audio processing
- recurrent neural network
- reliability estimation
- Reverberant enclosure
- Robust microphone placement
- S-stress
- Saliency Mapping
- self-supervision
- Semi-supervised training
- Semidefinite programming
- sentence boundary prediction
- SGMM adaptation
- SincNet
- Single-channel source localization
- SNR spectrum
- Source localization
- Sparse Component Analysis
- speaker adaptation
- spectral amplitude modulation phase hierarchy
- speech coding
- speech corpus
- speech meta-data
- speech prosody
- speech recognition
- speech synthesis
- Speech Translation
- speech-to-speech translation
- spiking neural networks
- Spoken Language Understanding
- Spoken Term Detection (STD)
- Statistical parametric speech synthesis
- Subs-ace Gaussian Mixture Models
- subword segmentation
- Subword unit
- Superdirective beamformer
- Support Vector Regression
- SVM
- Swiss German
- Swiss prosody
- Swisscom
- synchronisation
- Tandem
- temporal alignment
- text-to-speech
- time synchronisation
- time synchronization
- time-frequency analysis
- trainable filterbanks
- TTS
- TV Box
- Under-resourced data
- under-resourced languages
- under-resourced speech recognition
- unit selection
- universal phoneme set
- VAE
- variational inference
- Very low bit rate speech coding
- vocal tract length normalization
- voice assistant
- VTLN
- Wav2vec
- word emphasis
- zero-shot speaker adaptation
Publications of Philip N. Garner sorted by title
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| A Bayesian Approach to Recurrence in Neural Networks, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2527--2537, 2021 |
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| A Bayesian Interpretation of Adaptive Low-Rank Adaptation, and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 |
| A Bayesian Interpretation of the Light Gated Recurrent Unit, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
[DOI] |
| A Just-in-Time Document Retrieval System for Dialogues or Monologues, , , and , in: SIGDIAL 2011 (12th annual SIGDIAL Meeting on Discourse and Dialogue), Demonstration Session, Portland, OR, pages 350-352, 2011 |
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| A MAP Approach to Noise Compensation of Speech, , Idiap-RR-08-2009 |
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| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , Idiap-RR-10-2018 |
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| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: Proc. Interspeech 2018, pages 3147-3151, 2018 |
[DOI] |
| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: MLSLP-18 Proceedings, Hyderabad, 2018 |
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| A simple continuous excitation model for parametric vocoding, , and , Idiap-RR-03-2015 |
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| A Simple Continuous Pitch Estimation Algorithm, , and , in: IEEE Signal Processing Letters, 20(1):102--105, 2013 |
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| A Speech-based Just-in-Time Retrieval System using Semantic Search, , , and , Idiap-RR-31-2011 |
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| A Speech-based Just-in-Time Retrieval System using Semantic Search, , , and , in: Proceedings of the ACL-HLT 2011 System Demonstrations (49th Annual Meeting of the Association for Computational Linguistics), Portland, OR, pages 80-86, 2011 |
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| A surrogate gradient spiking baseline for speech command recognition, and , in: Frontiers in Neuroscience, 2022 |
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| A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers, and , in: IEEE Signal Processing Letters, 27:1070-1074, 2020 |
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| A Weighted Finite State Transducer tutorial, , Idiap-Com-03-2008 |
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| ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, , , and , Idiap-RR-38-2013 |
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| ACCENT ADAPTATION USING SUBSPACE GAUSSIAN MIXTURE MODELS, , , and , in: The 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, BC, Canada, pages 7170-7174, 2013 |
[DOI] |
| Ad Hoc Microphone Array Calibration: Euclidean Distance Matrix Completion Algorithm and Theoretical Guarantees, , , , and , in: Signal Processing, 107:123–140, 2015 |
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| Ad-Hoc Microphone Array Calibration from Partial Distance Measurements, , , and , in: Proceeding of 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014 |
| Ad-Hoc Microphone Array Calibration from Partial Distance Measurements, , , and , in: Proceedings of the 4th Joint Workshop on Hands-free speech communication and Microphone Arrays, Villers-les-Nancy, pages 1 - 5, IEEE, 2014 |
[DOI] |
| Adaptive Beamforming with a Maximum Negentropy Criterion, , , , and , Idiap-RR-06-2008 |
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| Adaptive Beamforming with a Maximum Negentropy Criterion, , , , , and , Idiap-RR-29-2008 |
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| Adaptive Beamforming with a Maximum Negentropy Criterion, , , , and , in: Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays, Italy, 2008 |
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| AMIDA/Klewel Mini-Project, , , and , Idiap-RR-03-2010 |
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| An agonist-antagonist pitch production model, and , in: Lecture Notes in Artificial Intelligence: 18th International Conference, SPECOM 2016, Budapest, Hungary, pages 84--91, 2016 |
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| AN END-TO-END NETWORK TO SYNTHESIZE INTONATION USING A GENERALIZED COMMAND RESPONSE MODEL, , , , and , Idiap-RR-05-2019 |
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| An End-to-end Network to Synthesize Intonation Using a Generalized Command Response Model, , , , and , in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, pages 7040-7044, IEEE, 2019 |
[DOI] [URL] |
| An Evaluation Benchmark for Automatic Speech Recognition of German-English Code-Switching, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2021 |
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| AN INTEGRATED FRAMEWORK FOR MULTI-CHANNEL MULTI-SOURCE LOCALIZATION AND VOICE ACTIVITY DETECTION, , , , and , Idiap-RR-16-2011 |
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| An Integrated Framework for Multi-Channel Multi-Source Localization and Voice Activity Detection, , , , and , in: The Third Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2011 |
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| An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation, , and , in: Proc. of Interspeech, 2017 |
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| AN INVESTIGATION OF MULTILINGUAL ASR USING END-TO-END LF-MMI, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2019 |
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| An Investigation of Muscle Models for Physiologically Based Intonation Modelling, and , in: Proceedings of the 23rd Telecommunications Forum, pages 468--471, 2015 |
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