{"id":1690,"date":"2025-05-21T17:59:42","date_gmt":"2025-05-21T15:59:42","guid":{"rendered":"https:\/\/e-sensia.com\/?p=1690"},"modified":"2025-05-21T17:59:42","modified_gmt":"2025-05-21T15:59:42","slug":"job-opening-ai-researcher-speech-and-or-video-signal-processing","status":"publish","type":"post","link":"https:\/\/e-sensia.com\/fr\/2025\/05\/21\/job-opening-ai-researcher-speech-and-or-video-signal-processing\/","title":{"rendered":"[Job Opening] AI Researcher \u2013 Speech &#038; Video Signal Processing"},"content":{"rendered":"<p><strong>Localisation<\/strong>: Paris \/ Possibilit\u00e9 de travail \u00e0 distance partiel<br \/>\n<strong>Type de contrat<\/strong>: Poste permanent \u00e0 temps plein (CDI)<br \/>\n<strong>Date de d\u00e9but<\/strong>: D\u00e8s que possible<\/p>\n<p>Nous recherchons un chercheur exp\u00e9riment\u00e9 en analyse de la parole m\u00e9dicale pour rejoindre notre \u00e9quipe \u00e0 Paris et contribuer \u00e0 faire progresser les technologies vocales qui sauvent des vies.<\/p>\n<h5><strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">A propos de\u00a0 <\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">e-sensia<\/span><\/span><\/strong><\/h5>\n<p>Au <a href=\"https:\/\/e-sensia.com\/fr\/\"><strong>e-sensia<\/strong><\/a>Nous d\u00e9veloppons une technologie d'assistance m\u00e9dicale de pointe bas\u00e9e sur l'analyse de la voix.<br \/>\nNotre mission : <strong>sauver des vies<\/strong> en permettant une d\u00e9tection plus rapide et plus pr\u00e9cise des urgences m\u00e9dicales gr\u00e2ce \u00e0 l'intelligence artificielle.<\/p>\n<p>Notre solution est d\u00e9j\u00e0 utilis\u00e9e par les principaux organismes d'intervention d'urgence pour analyser les appels en temps r\u00e9el.<br \/>\nIl est aliment\u00e9 par un pipeline unique de traitement de la parole, enrichi de millions d'appels d'urgence r\u00e9els et de donn\u00e9es m\u00e9dicales associ\u00e9es.<\/p>\n<h5><strong>Responsabilit\u00e9s<\/strong><\/h5>\n<p>En tant que chercheur en IA dans le domaine de l'analyse de la parole m\u00e9dicale, vous jouerez un r\u00f4le cl\u00e9 dans l'avancement des capacit\u00e9s scientifiques de notre produit en concevant et en d\u00e9veloppant des mod\u00e8les innovants, notamment :<\/p>\n<ul>\n<li><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Ajustement des mod\u00e8les de langage audio de grande taille (<a href=\"https:\/\/openai.com\/research\/whisper\">Chuchotement<\/a>, <a href=\"https:\/\/huggingface.co\/facebook\/wav2vec2-base-960h\">Wav2Vec<\/a>, <a href=\"https:\/\/ai.facebook.com\/blog\/encodec-a-new-audio-codec-based-on-neural-networks\/\">EnCodec<\/a>etc.)<\/span><\/span><\/li>\n<li>Traitement de la parole brute ou du spectrogramme, \u00e9ventuellement combin\u00e9 \u00e0 la vid\u00e9o pour les approches multimodales<\/li>\n<li>D\u00e9tection automatique des \u00e9v\u00e9nements critiques (irr\u00e9gularit\u00e9s respiratoires, d\u00e9tresse, \u00e9tats \u00e9motionnels, silence)<\/li>\n<li>Reconnaissance des motifs vocaux subtils associ\u00e9s \u00e0 des conditions m\u00e9dicales<\/li>\n<li>Collaboration \u00e9troite avec les cliniciens pour valider les mod\u00e8les d'IA dans des sc\u00e9narios d'urgence r\u00e9els<\/li>\n<li>Contribuer \u00e0 la <strong>strat\u00e9gie scientifique de l'entreprise<\/strong><\/li>\n<li>Participation \u00e0 des publications scientifiques, \u00e0 des d\u00e9p\u00f4ts de brevets ou \u00e0 des projets de recherche europ\u00e9ens en collaboration<\/li>\n<\/ul>\n<h5><strong>Profil<\/strong><\/h5>\n<ul>\n<li>Doctorat ou exp\u00e9rience \u00e9quivalente en IA, traitement du signal ou apprentissage profond pour l'audio\/vid\u00e9o.<\/li>\n<li>Capacit\u00e9 av\u00e9r\u00e9e \u00e0 <strong>lancer et diriger des projets de recherche<\/strong><\/li>\n<li><strong>Forte expertise en mati\u00e8re de cadres d'apprentissage profond (deep learning)<\/strong>y compris :<br \/>\n- <em>PyTorch<\/em> pour une mod\u00e9lisation fine et des flux de travail exp\u00e9rimentaux<br \/>\n- <em>Transformateurs \u00e0 visage embrassant<\/em> pour le d\u00e9ploiement et l'adaptation rapides de mod\u00e8les pr\u00e9-entra\u00een\u00e9s (Wav2Vec2, Whisper, Hubert, etc.)<br \/>\n- <em>TensorFlow\/Keras<\/em> ou <em>JAX\/Flax<\/em> en tant qu'outils compl\u00e9mentaires pour le prototypage et l'\u00e9valuation des performances<\/li>\n<li><strong>Compr\u00e9hension approfondie des architectures neuronales modernes pour l'audio et la vid\u00e9o<\/strong>y compris :<br \/>\n- Mod\u00e8les auto-supervis\u00e9s : <em>Wav2Vec 2.0, HuBERT, Whisper, EnCodec, AudioMAE<\/em><br \/>\n- Architectures CNN et RNN pour la mod\u00e9lisation de longues s\u00e9ries temporelles<br \/>\n- Mod\u00e8les audio bas\u00e9s sur des transformateurs (AST, conformateurs, SpeechTransformer)<br \/>\n- Les techniques de fusion multimodale (audio + vid\u00e9o) sont un atout majeur.<\/li>\n<li><strong>Exp\u00e9rience pratique du traitement des signaux audio bruts<\/strong>y compris :<br \/>\n- Extraction des caract\u00e9ristiques : MFCC, spectrogrammes log-Mel, hauteur, formants, etc.<br \/>\n- Augmentation des donn\u00e9es : SpecAugment, injection de bruit, perturbation de la longueur du conduit vocal<br \/>\n- Analyse temporelle\/fr\u00e9quence : FFT, STFT, CQT<br \/>\n- (Bonus) Analyse vid\u00e9o synchronis\u00e9e (par exemple, lecture labiale, reconnaissance des \u00e9motions)<\/li>\n<li><strong>Possibilit\u00e9 d'optimiser les mod\u00e8les pour un d\u00e9ploiement en temps r\u00e9el<\/strong>y compris :<br \/>\n- Quantification, \u00e9lagage, distillation des connaissances<br \/>\n- D\u00e9ploiement dans des environnements GPU \u00e0 l'aide d'ONNX, TorchScript ou Triton<\/li>\n<li>Int\u00e9r\u00eat marqu\u00e9 pour les soins de sant\u00e9 et les technologies \u00e0 impact social<\/li>\n<li><strong>Anglais professionnel exig\u00e9 ; fran\u00e7ais parl\u00e9 appr\u00e9ci\u00e9<\/strong><\/li>\n<\/ul>\n<h5><strong>Pourquoi nous rejoindre ?<\/strong><\/h5>\n<ul>\n<li>A <strong>un environnement ax\u00e9 sur la mission<\/strong> o\u00f9 chaque algorithme peut contribuer \u00e0 sauver des vies<\/li>\n<li>A <strong>startup deeptech<\/strong> soutenu par des acteurs majeurs de la sant\u00e9 et de l'innovation<\/li>\n<li>A <strong>scientifiquement rigoureuse et favorable<\/strong> culture du travail<\/li>\n<li>A <strong>une \u00e9quipe passionn\u00e9e et pluridisciplinaire<\/strong> travailler sur l'impact dans le monde r\u00e9el<\/li>\n<\/ul>\n<h5><strong>Comment postuler<\/strong><\/h5>\n<p>Veuillez envoyer votre CV, un bref message de motivation et, si possible, un exemple de projet ou de publication pertinent \u00e0 l'adresse suivante :<br \/>\n<strong>job@e-sensia.com<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Location: Paris \/ Partial remote work possible Contract type: Full-time permanent position (CDI) Start date: As soon as possible We are looking for an experienced AI researcher in medical speech analysis to join our team in Paris and help advance life-saving voice-based technologies. About\u00a0 e-sensia At e-sensia, we develop cutting-edge medical assistance technology based on [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1692,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[14],"tags":[],"class_list":["post-1690","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-job-openings"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[Job Opening] AI Researcher \u2013 Speech &amp; Video Signal Processing - e-sensia<\/title>\n<meta name=\"description\" content=\"Join e-sensia in Paris as an AI researcher in medical speech analysis. Full-time CDI with real-world impact. 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