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음성 인식(ASR)과 음성 합성(TTS)의 최신 흐름을 정리합니다. HMM에서 CTC/어텐션, Whisper의 대규모 약지도 학습, 그리고 Tacotron에서 뉴럴 보코더와 코덱 언어모델까지 계보와 아키텍처 원리를 살펴봅니다.
Speech-recognition
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- Published on
Web Audio API & 브라우저 오디오 2026 — AudioWorklet / Tone.js / Howler.js / Wavesurfer / Peaks.js / Meyda / Faust / Csound / Web Speech 심층 가이드
web-audioweb-audio-apiaudioworkletaudiocontextoffline-audio-contexttone-jsyotam-mannhowler-jspizzicatowavesurfer-jspeaks-jsbbc-peaksmeydafaust2webaudiocsound-on-webwebrtc-opuswebtransportcoqui-xttssuno-apielevenlabs-apiweb-speech-apispeech-recognitionspeech-synthesisclova-ttskakao-i-voicevoicevoxcoeiroinkdeep-dive2026년 브라우저는 마침내 진짜 오디오 워크스테이션이 되었다. Web Audio API는 W3C 레벨 2 권고로 안정화됐고, AudioWorklet이 ScriptProcessor를 완전히 대체했으며, Tone.js·Howler.js·WaveSurfer.js·Peaks.js·Meyda 같은 라이브러리가 게임·음악·DAW·분석 영역을 각각 장악했다. Faust2WebAudio와 Csound on Web으로 진지한 DSP가 브라우저에 들어왔고, WebRTC + Opus + WebTransport가 초저지연 실시간을 만들었다. Web Speech API는 인식·합성 모두 GA가 되었고, 한국은 클로바 / 카카오 i Voice, 일본은 VOICEVOX·Coeiroink가 브라우저에서 그대로 돌아간다. 이 글은 그 전체 지도다.- Published on
음성 챗봇 구축의 모든 것. Whisper STT, TTS 엔진 비교, 실시간 음성 스트리밍 아키텍처, WebSocket 기반 양방향 통신, LLM 연동, 지연 시간 최적화와 프로덕션 운영 가이드까지 다룹니다.- Published on
torchaudio로 오디오 로드, 스펙트로그램 변환, Mel 필터뱅크, MFCC, 음성인식(Wav2Vec2/Whisper), TTS, 화자 분리, 노이즈 제거까지. 오디오 AI의 모든 것을 PyTorch로 다룹니다.