Forge your accent into clear speech with dialect-adaptive AI training.
AI language learning apps fail to understand non-native students' accents and dialects, making practice sessions ineffective.
AccentForge uses AI to analyze your unique accent and dialect, providing personalized pronunciation drills and real-time feedback during practice sessions. It builds a custom speech model for you over time, making every session more accurate and effective. Unlike generic apps, it ensures your non-native speech is understood perfectly, boosting confidence in conversations.
Non-native speaking students using AI-powered language learning apps for speaking practice
Custom per-user speech models fine-tuned progressively on your voice data for unmatched accuracy in dialects.
supportive
Uploads voice sample to detect dialect and baseline accent issues.
Generates daily pronunciation exercises tailored to user's detected accent.
Live mic input with instant correction scores and tips during practice.
Dashboard showing improvement metrics over time with graphs.
Saves practice sessions for review and model fine-tuning.
Pre-built models for 50+ dialects to bootstrap training.
Export progress PDFs for teachers or self-review.
Badges and streaks for consistent practice.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| dialect | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| score | int | Yes |
| audio_url | text | Yes |
| started_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| model_version | text | No |
| updated_at | timestamp | No |
Relationships:
/api/sessionsCreate new practice session
/api/sessions/:id/feedbackSubmit audio for real-time feedback
/api/users/:id/progressFetch user progress data
/api/onboardProcess initial voice sample and detect accent
/api/dialectsList available dialects
Limited sessions
None
5 users min
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 200 | 2% | $160 | $1,920 |
| Month 6 | 1,500 | 4% | $2,400 | $28,800 |
Personalized training that adapts to your unique speech patterns for effective language practice.
Post MVP demo in r/languagelearning and r/EnglishLearning with free Pro access for first 10 signups; DM language teachers on Twitter sharing pain point threads; Offer beta to Duolingo Reddit users complaining about accent issues.
Gamified lessons
Limited dialect support
Per-user custom models for any dialect
User voice data moat for continuous model improvement, hard for competitors to replicate quickly.
Advancements in Whisper and fine-tuning APIs make custom speech models accessible to solo devs.
Speech API accuracy varies by dialect
Fallback to multiple providers and user feedback loops
Low awareness of accent pain
Targeted Reddit/SEO content
Success: 80% confirm issue and interest in $40/mo
Success: 10% convert to paid beta
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