DNR65231-VC1¶
Single-Channel Ultra-Low Latency AI Deep Noise Reduction Processor with Integrated USB and I2S Interfaces
1. Introduction¶
1.1 Product Description¶
DNR65231 is a high-performance AI deep noise reduction product based on XMOS processor architecture, designed to provide exceptional audio processing capabilities for audio equipment manufacturers. The product integrates two independently optimized AI noise reduction models.
- The strong noise reduction model employs a deep neural network architecture, effectively handling various stationary and non-stationary noise in complex acoustic environments while maintaining high voice fidelity and achieving maximum noise suppression
- The singing noise reduction model uses a lightweight design to reduce processing latency to 11 milliseconds, effectively suppressing background noise while fully preserving vocal characteristics.
- The product supports I2S audio input with output to USB, and also supports USB audio output to I2S, widely applicable to multiple application areas including streaming equipment, conference systems, recording devices, and outdoor sports cameras.
1.2 Product Features¶
Audio Performance Features
- AI Deep Noise Reduction
- Eliminates various stationary and non-stationary noise, adapting to complex acoustic environments
- Effectively eliminates burst noise such as key clicks, keyboard sounds, and footsteps
- Dual AI Noise Reduction Models
- Strong noise reduction model suitable for complex acoustic scenarios: outdoor recording, gaming, etc.
- Singing noise reduction model suitable for indoor streaming singing or interview scenarios
- Ultra-Low Latency Real-Time Processing
- Strong noise reduction model latency <50ms, meeting audio-video synchronization requirements
- Singing noise reduction model latency <11ms, meeting stringent streaming singing requirements
- High-Fidelity Voice Reproduction
- Strong noise reduction model fully preserves voice characteristics
- Singing noise reduction model not only fully preserves voice characteristics but also completely retains singing tail notes
USB Interface Features
- Supports UAC 2.0
- Supports OTG connection
- Plug and play, no driver installation required
- Supports HID configuration
System Compatibility
- Supports multiple operating systems including Windows, Linux, Android, macOS, and iOS
- No special driver installation required
1.3 Application Scenarios¶
- Streaming Equipment
- Effectively suppresses various environmental noise, adapting to diverse streaming scenarios
- Gaming Headsets
- Eliminates keyboard sounds, mouse clicks, and background noise, providing clear teammate communication experience
- Outdoor Sports Equipment
- Suppresses wind noise and environmental noise interference in sports scenarios, providing clear calling and recording experience for outdoor enthusiasts
- Outdoor Recording Equipment
- Achieves high-quality recording in complex outdoor acoustic environments, meeting professional needs for on-site interviews and content creation
- Conference System Equipment
- Processes background noise such as air conditioning sounds and footsteps in office environments
- Communication Devices
- Communication devices suitable for business calls with strict real-time requirements, providing imperceptible latency voice processing experience
1.4 Product Block Diagram¶

1.5 Ordering Information¶
PRODUCT MODEL | ORDERING NUMBER | PACKAGE BODY | SIZE (NOM) | Hardware Model | Comments |
---|---|---|---|---|---|
DNR65231-VC1 | DNR65231-VC1 | SMT LGA-52 | 13x13mm | A316-Mini-V1 | Single-Channel Ultra-Low Latency AI Deep Noise Reduction Processor with Integrated USB and I2S Interfaces |
2. Modes and Specifications¶
2.1 Supported Input/Output Modes¶
Mode Number | Input/Output Mode | Description |
---|---|---|
1 | I²S In(Master) → AI DNR → USB(UAC2.0) USB(UAC2.0) → I²S Out(Master) | Supports I²S input, AI DNR noise reduction, USB output, and USB input I²S output |
2.2 Detailed Parameters for Each Operating Mode¶
2.2.1 USB(UAC2.0) ←→ I²S(Master) Mode¶
Input/Output Parameters:
Parameter | Input/Output | Input/Output |
---|---|---|
Interface | USB Audio Class 2.0 | I²S(Master) |
Audio Format | PCM | PCM |
Sampling Rate | 48KHz/24bit | 48kHz/24bit |
Bit Depth | Fixed 24bit | Fixed 24bit |
2.2 Noise Reduction Performance Comparison¶
Comparison Dimension | Strong Noise Reduction Model | Singing Noise Reduction Model | Traditional Noise Reduction Technology |
---|---|---|---|
Technical Principle | Deep neural network architecture, AI algorithm real-time spectral analysis, intelligent identification of voice and noise components | Based on strong noise reduction model, specially optimized for music scenarios, preserving vocal pitch and timbre characteristics | Frequency domain filtering method, based on statistical models and fixed algorithm parameters |
Processing Latency | < 50ms meets audio-video synchronization | < 11ms ultra-low latency | Medium latency |
Noise Processing Capability | Effectively processes stationary and non-stationary noise | Specially optimized for music content processing | Limited capability for non-stationary noise processing |
Voice Fidelity | Fully preserves voice characteristics | Fully preserves singing tail note details | May experience audio quality loss |
Environmental Adaptability | Processes various complex acoustic environments | Specially optimized for music scenarios | Suitable for relatively stable acoustic environments |
Typical Applications | Outdoor streaming equipment, gaming headsets, conference systems, professional recording equipment | Indoor streaming equipment, karaoke equipment, music recording, online interview systems | Traditional telephone systems, basic conference equipment, basic audio processing |
3. Pin Configuration and Functions¶
3.1 DNR65231_VC1 Pin Layout¶

3.2 DNR65231_VC1 Pin Description¶
Pin Number | Name | Type | Function |
---|---|---|---|
1 | 3.3V | P | Module 3.3V power supply |
2 | X1D13 | I/O | NC |
3 | X1D16 | I/O | NC |
4 | GND | P | Module ground |
5 | X1D17 | I/O | NC |
6 | X1D18 | I/O | NC |
7 | X1D19 | I/O | NC |
8 | X1D22 | I/O | NC |
9 | X0D29 | I/O | Active low Low noise level LED indicator Slow flash: singing noise reduction model. Solid on: strong noise reduction model |
10 | X0D35 | I | I²S_IN_BCLK(MASTER) |
11 | X0D36 | I | I²S_IN_LRCK(MASTER) |
12 | X0D37 | I/O | I²S_IN_DATA0(MASTER) |
13 | X0D38 | O | I²S_OUT_DATA0(MASTER) |
14 | X0D40 | I/O | Active low Short press cycles through noise reduction levels: off, low, medium, high. Long press: switches noise reduction model. |
15 | X0D39 | I | I²S_OUT_MCLK(MASTER) |
16 | X0D42 | I/O | Microphone MUTE_SW, active low |
17 | X0D41 | I/O | NC |
18 | X0D43 | I/O | NC |
19 | X1D34 | I/O | NC |
20 | GND | P | Module ground |
21 | X0D30 | I/O | Active low Medium noise level LED indicator Slow flash: singing noise reduction model. Solid on: strong noise reduction model |
22 | X0D31 | I/O | Active low High noise level LED indicator Slow flash: singing noise reduction model. Solid on: strong noise reduction model |
23 | X0D32 | I/O | NC |
24 | X0D33 | I/O | NC |
25 | GND | P | Module ground |
26 | GND | P | Module ground |
27 | GND | P | Module ground |
28 | X0D00 | I/O | USB detection - connected to VBUS 3.3V divider |
29 | X0D11 | I/O | USB status indicator High level (USB connected) Low level (USB disconnected) |
30 | X1D00 | I/O | NC |
31 | X1D01 | I/O | NC |
32 | GND | P | Module ground |
33 | X1D09 | I/O | NC |
34 | X1D10 | I/O | NC |
35 | X1D11 | I/O | XU316 internal clock output, connected to X0D39 |
36 | GND | P | Module ground |
37 | GND | P | Module ground |
38 | TDI | I/O | XTAG debug PIN |
39 | TDO | I/O | XTAG debug PIN |
40 | TMS | I/O | XTAG debug PIN |
41 | TCK | I/O | XTAG debug PIN |
42 | RST_N | I/O | System reset, active low |
43 | 1.8V | P | Module 1.8V power supply |
44 | GND | P | Module ground |
45 | USB_DM | I/O | USB_DM |
46 | USB_DP | I/O | USB_DP |
47 | GND | P | Module ground |
48 | 0.9V | P | Module 0.9V power supply |
49 | GND | P | Module ground |
50 | GND | P | Module ground |
51 | GND | P | Module ground |
52 | GND | P | Module ground |
Pin Type Description
I/O type definitions in table: I=Input, O=Output, P=Power, I/O=Input/Output
4. Hardware Parameters¶
4.1 Normal Operating Conditions¶
Function | Minimum | Typical | Maximum | Unit |
---|---|---|---|---|
Operating Temperature | 0 | - | 70 | ℃ |
3.3V Operating Voltage | 3.0 | 3.3 | 3.6 | V |
1.8V Operating Voltage | 1.62 | 1.80 | 1.98 | V |
0.9V Operating Voltage | 0.855 | 0.90 | 0.945 | V |
4.2 Product Dimensions¶
13±0.1mm(L)X13±0.1mm(W)X0.8±0.1mm(H)
4.3 Module Package Diagram¶

5 Product Packaging Information¶
Tray + Outer Box Packaging
6. Revision History¶
Version | Date | Description | Reviser |
---|---|---|---|
V1.0 | 2025-08-10 | Initial version release | |
V1.1 | 2025-09-25 | Modified pin definitions | |
V1.2 | 2025-09-26 | Added USB status detection |