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Found 20 papers, 1 papers with code
Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech
In this paper we question the impact of gender representation in training data on the performance of an end-to-end ASR system.
Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family)
This is a report on results obtained in the development of speech recognition tools intended to support linguistic documentation efforts.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech
Self-supervised learning (SSL) is at the origin of unprecedented improvements in many different domains including computer vision and natural language processing.
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech
In this paper, we propose LeBenchmark: a reproducible framework for assessing SSL from speech.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+6
Repr\'esentation du genre dans des donn\'ees open source de parole (Gender representation in open source speech resources 1 With the rise of artificial intelligence (AI) and the growing use of deep-learning architectures, the question of ethics and transparency in AI systems has become a central concern within the research community)
Avec l{'}essor de l{'}intelligence artificielle (IA) et l{'}utilisation croissante des architectures d{'}apprentissage profond, la question de l{'}{\'e}thique et de la transparence des syst{\`e}mes d{'}IA est devenue une pr{\'e}occupation centrale au sein de la communaut{\'e} de recherche.
Proximit\'e rythmique entre apprenants et natifs du fran\ccais \'Evaluation d'une m\'etrique bas\'ee sur le CEFC (Rhythmic Proximity Between Natives And Learners Of French -- Evaluation of a metric based on the CEFC corpus )
Nous avons utilis{\'e} le Corpus pour l{'}{\'E}tude du Fran{\c{c}}ais Contemporain, qui propose plus de 300 heures de parole aux profils de locuteurs et aux situations vari{\'e}s. Nous nous sommes concentr{\'e}s sur 16 param{\`e}tres temporels estim{\'e}s {\`a} partir des dur{\'e}es de voisement et de syllabes.
Pratiques d'\'evaluation en ASR et biais de performance (Evaluation methodology in ASR and performance bias)
Nous proposons une r{\'e}flexion sur les pratiques d{'}{\'e}valuation des syst{\`e}mes de reconnaissance automatique de la parole (ASR).
Rhythmic Proximity Between Natives And Learners Of French - Evaluation of a metric based on the CEFC corpus
A gaussian mixture model was trained on 1, 340 native speakers of French; any 30-second minimum speech may be computed to get the probability of its belonging to this model.
Gender Representation in Open Source Speech Resources
With the rise of artificial intelligence (AI) and the growing use of deep-learning architectures, the question of ethics, transparency and fairness of AI systems has become a central concern within the research community.
Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance
The disparity of available data for both gender causes performance to decrease on women.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Acquisition et reconnaissance automatique d'expressions et d'appels vocaux dans un habitat. (Acquisition and recognition of expressions and vocal calls in a smart home)
Pour garantir l{'}intimit{\'e}, le syst{\`e}me s{'}ex{\'e}cute localement et ne reconna{\^\i}t que des phrases pr{\'e}d{\'e}finies.
FABIOLE, a Speech Database for Forensic Speaker Comparison
A speech database has been collected for use to highlight the importance of {``}speaker factor{''} in forensic voice comparison.
The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People
In particular, regarding elderly living alone at home, the detection of distress situation after a fall is very important to reassure this kind of population.
Contribution \`a l'\'etude de la variabilit\'e de la voix des personnes \^ag\'ees en reconnaissance automatique de la parole (Contribution to the study of elderly people's voice variability in automatic speech recognition) [in French]
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Etude de la performance des modèles acoustiques pour des voix de personnes âgées en vue de l'adaptation des systèmes de RAP (Assessment of the acoustic models performance in the ageing voice case for ASR system adaptation) [in French]
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
