Strict Verbatim Transcription
Comprehensive acoustic-to-text transcription capturing all spoken phenomena—including stutters, false starts, fillers ("um", "uh"), repetitions, throat clearings, and conversational disfluencies for acoustic model training.
Clean & Normalized Transcription (ITN)
Standardized text transcription applying punctuation restoration, capitalization rules, disfluency removal, and Inverse Text Normalization (ITN: converting spoken numbers, dates, currencies, and acronyms into written form).
Utterance & Turn-Level Timestamping
Segment-level start and end boundary logging for continuous conversational utterances, sentence boundaries, and natural speech turns across multi-speaker dialogue datasets.
Word-Level Timestamping & Forced Alignment
High-precision temporal alignment anchoring individual words, tokens, or sub-words to exact millisecond audio boundaries via manual correction of CTC and forced-alignment model outputs.
Acoustic Segmentation & Voice Activity Detection (VAD)
Audio stream chunking isolating active speech segments from silence, room reverberation, ambient background noise, and non-speech audio to prepare training-ready acoustic snippets.
Multilingual & Code-Switched Transcription
Transcription of intra-sentential and inter-sentential language switching (e.g., Spanglish, Hinglish) with language identification tagging, dialect handling, and unified script standardization.
Conversational Overlap & Cross-Talk Transcription
Independent multi-track transcription and time-boundary isolation for simultaneous, overlapping speech in multi-party meetings, heated debates, and call center recordings.
Acoustic Event & Paralinguistic Audio Tagging
Time-aligned tagging of non-verbal vocalizations (laughter, coughing, sighing, crying) and environmental sound events (applause, sirens, footsteps, music) for multimodal audio LLMs.
Phonetic & International Phonetic Alphabet (IPA) Transcription
Fine-grained phonetic and phonemic transcription using IPA, Arpabet, or SAMPA standards to capture regional accents, non-standard pronunciations, and dialect variations for TTS voice synthesis.
Domain-Specific Technical Lexicon Transcription
Specialized transcription adhering to strict industry nomenclatures, specialized terminologies, and custom pronunciation lexicons across clinical medicine, legal depositions, financial earnings calls, and aviation ATC.
Broadcast Subtitling & Closed Captioning (SDH)
Compliant subtitle and closed caption authoring (SRT, VTT, TTML) strictly adhering to broadcast reading-speed constraints (CPS/WPM), line-length limits, and Subtitles for the Deaf and Hard of Hearing (SDH) standards.